CN113257374A

CN113257374A - Oral health management related system, method, device and equipment

Info

Publication number: CN113257374A
Application number: CN202010089382.5A
Authority: CN
Inventors: 马建强; 唐喆
Original assignee: Alibaba Group Holding Ltd
Current assignee: Alibaba Group Holding Ltd
Priority date: 2020-02-12
Filing date: 2020-02-12
Publication date: 2021-08-13

Abstract

Oral health management related systems, methods, devices, and apparatuses are disclosed. The oral health management system determines oral health related information of a first user through a first client, sends the oral health related information to a server, and the server constructs an oral health information database according to the first user information and the oral health related information; according to the database, oral health management for the first user is performed. By adopting the processing mode, the oral health file of the individual patient can be established and can comprise personal information, oral pictures/videos, interactive question and answer information related to the oral health, oral health follow-up records at a plurality of moments and the like, and powerful data support is provided for strengthening oral health management; therefore, the utilization rate of the oral health related information can be effectively improved, the oral health management efficiency is improved, and the user experience is further improved.

Description

Oral health management related system, method, device and equipment

Technical Field

The application relates to the technical field of data processing, in particular to an oral health management system, a method and a device, an oral health follow-up system, a method and a device, an oral health recovery prediction model construction method and a device and electronic equipment.

Background

Oral diseases (such as decayed teeth, gum diseases and the like) belong to the most common human diseases at present, but because oral medical resources are seriously lacked and are unevenly distributed, many patients cannot be diagnosed and treated in time. In order to solve the problem, the deep integration of the internet and the oral medical health becomes a research hotspot, and the technology is dedicated to revolutionize the oral disease screening and diagnosing mode so as to improve the medical service efficiency.

Currently, internet-based oral medical systems are mainly focused on self-service oral examination systems, oral disease screening systems, etc., whose performance can approach the level of primary dentists. However, in the process of implementing the present invention, the inventor finds that the prior art solution has at least the following problems: the existing scheme is only based on oral image information to realize automatic identification of partial oral health problems, and with the increasing popularization and application of oral medical systems based on the internet, oral medical health data are greatly increased, and the data comprise user personal information, oral natural image data, oral medical image data, oral health description information, oral health follow-up information and the like, so that how to manage oral health related information to play the value of the oral medical data becomes a problem which needs to be urgently solved by technical personnel in the field.

Disclosure of Invention

The application provides an oral health management system to solve the problem that the related information of oral health can not be effectively managed in the prior art. The application additionally provides an oral health management method and device, an oral health follow-up system, a method and a device, an oral health recovery prediction model construction method and device and electronic equipment.

The present application provides an oral health management system comprising:

the first client is used for determining the oral health related information of the target first user and sending an oral health related information submission request aiming at the target first user;

the server is used for receiving the submission request, and storing the target first user information and the oral health related information carried by the submission request to an oral health information database; according to the database, oral health management for the first user is performed.

Optionally, the oral health related information of the first user comprises at least one of the following information: the system comprises user personal information, oral natural image data, oral medical image data, oral health description information and oral health follow-up information.

Optionally, the method further includes:

the first client is also used for sending a first oral cavity information query request aiming at a target first user; displaying the oral health related information of the target first user returned by the server;

the server is specifically configured to receive the first oral information query request; returning oral health related information of the target first user to the first client.

Optionally, the method further includes:

the first client is further used for sending an oral health information authorization request aiming at the target second user;

the second client is used for sending a second oral cavity information query request aiming at a target first user specified by a target second user; and displaying the oral health related information of the target first user returned by the server so as to facilitate the oral health determination processing of the target first user in an online mode or an offline mode.

The server is also used for receiving the authorization request; marking the oral health related information of the target first user as information that a target second user has access rights; and receiving the second oral information query request; and if the target second user has the information viewing permission of the target first user, the oral health related information of the target first user is returned to the second client.

Optionally, the method further includes:

the second client is used for sending a first user oral cavity information query request; receiving oral health related information of a first user which is returned by a server and meets the query condition; performing an oral medical autonomous learning process for a second user according to the oral health related information.

Optionally, the method further includes:

the second client is used for sending a first user oral cavity information query request; receiving oral health related information of a first user which is returned by a server and meets the query condition; performing an oral medical training process for a second user based on the oral health related information.

Optionally, the method further includes:

the server is also used for executing oral health information mining processing according to the database.

Optionally, the performing oral health information mining processing according to the database includes:

and determining oral health category information of the first user according to the database through an oral health clustering model.

9. The system of claim 7, wherein said performing an oral health information mining process from said database comprises:

determining the model through the oral disease occurrence mode, and determining the oral disease occurrence mode information according to the database.

The application also provides an oral health management method, comprising:

receiving an oral health related information submission request sent by a first client and aiming at a target first user;

storing the target first user information and the oral health related information carried by the submission request to an oral health information database;

according to the database, oral health management for the first user is performed.

Optionally, the method further includes:

receiving a first oral cavity information query request aiming at a target first user and sent by a first client;

querying the database for oral health related information of the target first user;

returning oral health related information of the target first user to the first client.

Optionally, the method further includes:

receiving an oral health information authorization request aiming at a target second user and sent by a first client;

marking the oral health related information of the target first user as information that a target second user has access rights;

receiving a second oral cavity information query request which is sent by a second client and aims at a target first user specified by a target second user;

and if the target second user has the information viewing permission of the target first user, the oral health related information of the target first user is returned to the second client.

Optionally, a user group construction request for a target user group sent by a first client is received;

and storing the corresponding records of the target user group and a plurality of first users corresponding to the target user group to the database.

Optionally, a user group adjustment request for a target user group sent by a first client is received;

and adjusting the corresponding record according to the adjustment request.

Optionally, the user group adjustment includes: and adding the first user, modifying the first user and deleting the first user.

Optionally, the database further comprises oral health related information of a group of users;

the oral health related information of the user group comprises: home living region information, and home eating habit information.

Optionally, determining oral health recovery related information of the first user according to the oral health related information of the user group and the oral health related information of the first user;

sending the oral health recovery related information to the first client.

The application also provides an oral health management method, comprising:

determining oral health related information of a target first user;

sending an oral health related information submission request aiming at a target first user to a server, so that the server can construct an oral health information database according to the target first user information and the oral health related information carried by the submission request; according to the database, oral health management for the first user is performed.

Optionally, the method further includes:

sending a first oral cavity information query request aiming at a target first user to a server side;

and displaying the oral health related information of the target first user returned by the server.

Optionally, the method further includes:

sending an oral health information authorization request aiming at a target second user to a server, so that the server marks the oral health related information of the target first user as information which the target second user has right to access; receiving a second oral cavity information query request which is sent by a second client and aims at a target first user specified by a target second user; and if the target second user has the information viewing permission of the target first user, the oral health related information of the target first user is returned to the second client.

Optionally, a user group construction request for the target user group is sent to the server, so that the server can store the corresponding records between the target user group and the plurality of first users corresponding to the target user group in the database.

Optionally, a user group adjustment request for the target user group is sent to the server, so that the server adjusts the corresponding record conveniently.

The application also provides an oral health management method, comprising:

sending a second oral cavity information query request aiming at a target first user specified by a target second user to a server;

and displaying the oral health related information of the target first user returned by the server so as to facilitate the oral health determination processing of the target first user in an online mode or an offline mode.

The application also provides an oral health management method, comprising:

sending a first user oral cavity information acquisition request to a server;

receiving oral health related information of a plurality of first users returned by a server;

according to the oral health related information of the plurality of first users, oral health information mining processing is performed.

Optionally, the performing oral health information mining processing according to the oral health related information of the plurality of first users includes:

determining oral health category information of the first users according to the oral health related information of the first users through the oral health clustering model.

determining oral disease occurrence mode information according to the oral health related information of the plurality of first users through the oral disease occurrence mode determination model.

The application also provides an oral health management method, comprising:

sending a first user oral cavity information query request to a server;

receiving oral health related information of a first user which is returned by a server and meets the query condition;

performing an oral medical autonomous learning process for a second user according to the oral health related information.

The application also provides an oral health management method, comprising:

sending an oral information query request of a first user to a server;

performing an oral medical training process for a second user based on the oral health related information.

The present application further provides an oral health management device, comprising:

the information receiving unit is used for receiving an oral health related information submission request which is sent by a first client and aims at a target first user;

the information storage unit is used for storing the target first user information and the oral health related information carried by the submission request to an oral health information database;

an information management unit for performing oral health management for the first user according to the database.

The present application further provides an electronic device, comprising:

a processor; and

a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: receiving an oral health related information submission request sent by a first client and aiming at a target first user; constructing an oral health information database according to the target first user information and the oral health related information carried by the submission request; according to the database, oral health management for the first user is performed.

an information determination unit for determining oral health related information of a target first user;

the information submitting unit is used for sending an oral health related information submitting request aiming at a target first user to the server, so that the server can construct an oral health information database according to the target first user information and the oral health related information carried by the submitting request; according to the database, oral health management for the first user is performed.

The present application further provides an electronic device, comprising:

a processor; and

a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: determining oral health related information of a target first user; sending an oral health related information submission request aiming at a target first user to a server, so that the server can construct an oral health information database according to the target first user information and the oral health related information carried by the submission request; according to the database, oral health management for the first user is performed.

the request sending unit is used for sending a second oral information query request of a target first user specified by a target second user to the server;

and the information display unit is used for displaying the oral health related information of the target first user returned by the server so as to conveniently determine and process the oral health of the target first user in an online mode or an offline mode.

The present application further provides an electronic device, comprising:

a processor; and

a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: sending a second oral cavity information query request aiming at a target first user specified by a target second user to a server; and displaying the oral health related information of the target first user returned by the server so as to facilitate the oral health determination processing of the target first user in an online mode or an offline mode.

the request sending unit is used for sending a first user oral cavity information acquisition request to the server;

the information receiving unit is used for receiving the oral health related information of the first users returned by the server;

and the information mining unit is used for executing oral health information mining processing according to the oral health related information of the plurality of first users.

The present application further provides an electronic device, comprising:

a processor; and

a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: sending a first user oral cavity information acquisition request to a server; receiving oral health related information of a plurality of first users returned by a server; according to the oral health related information of the plurality of first users, oral health information mining processing is performed.

an autonomous learning unit for performing an oral medical autonomous learning process for a second user according to the oral health related information.

The present application further provides an electronic device, comprising:

a processor; and

a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: sending a first user oral cavity information acquisition request to a server; receiving oral health related information of a plurality of first users returned by a server; performing an oral medical autonomous learning process for a second user according to the oral health related information.

the request sending unit is used for sending an oral information query request of a first user to the server;

the information receiving unit is used for receiving the oral health related information of the first user which is returned by the server and accords with the query condition;

a medical training unit for performing an oral medical training process for a second user according to the oral health related information.

The present application further provides an electronic device, comprising:

a processor; and

a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: sending an oral information query request of a first user to a server; receiving oral health related information of a first user which is returned by a server and meets the query condition; performing an oral medical training process for a second user based on the oral health related information.

The present application further provides an oral health follow-up system, comprising:

the client is used for acquiring oral cavity image data of a user after oral cavity disease treatment and sending an oral cavity health recovery prediction request aiming at the treated image data to the server; displaying the oral health recovery information of the user after treatment returned by the server;

the server is used for receiving the request; determining the oral health recovery information after treatment according to the image data after treatment and the historical oral health follow-up information of the user through an oral health recovery prediction model; and returning the post-treatment oral health recovery information to the client.

The application also provides an oral health follow-up method, which comprises the following steps:

acquiring oral cavity image data of a user after oral cavity disease treatment;

sending an oral health recovery prediction request aiming at the image data after treatment to a server;

and displaying the oral health recovery information of the user after treatment returned by the server.

receiving an oral health recovery prediction request for oral image data of a target user after oral disease treatment;

determining the oral health recovery information of the target user after treatment according to the image data after treatment and the historical oral health follow-up information of the target user through an oral health recovery prediction model;

returning the post-treatment oral health recovery information to the requestor.

Optionally, the historical oral health follow-up information comprises: historical oral cavity image data and historical oral cavity health prediction information;

the method for determining the oral health recovery information of the target user after treatment according to the image data after treatment and the historical oral health follow-up information of the target user through the oral health recovery prediction model comprises the following steps:

aligning the post-treatment image data and the historical oral cavity image data with the target oral cavity image data of the target user through a tooth image registration network included in the oral cavity health recovery prediction model;

determining a network through oral health recovery information included in an oral health recovery prediction model, and determining the oral health recovery information after treatment according to the aligned image data after treatment, historical oral image data and historical oral health prediction information.

Optionally, the method further includes:

and storing the corresponding records of the image data after treatment and the oral health recovery information after treatment as historical oral health follow-up information.

Optionally, the post-treatment oral health recovery information is determined according to the post-treatment image data, the historical oral health follow-up information of the target user, and the post-treatment oral health recovery prediction related information in a non-image form by using an oral health recovery prediction model.

Optionally, the information related to the prediction of oral health recovery includes: disease description information, user information.

Optionally, the method further includes:

determining query information related to the prediction of oral health recovery;

sending the inquiry information to a requester, receiving a reply information submission request aiming at the inquiry information sent by the requester, and taking the reply information as the oral health prediction related information in a non-image form after treatment.

Optionally, the query information is determined in the following manner:

determining the query information based at least on the historical oral health follow-up information.

Optionally, the query information is determined at least according to an oral health knowledge base and the historical oral health follow-up information.

Optionally, the method further includes:

generating an oral health recovery report according to the treated oral health recovery information;

returning the oral health recovery report to a requestor.

The application also provides a method for constructing the oral health recovery prediction model, which comprises the following steps:

determining a training data set; the training data comprises oral cavity image data after treatment, historical oral cavity health follow-up information before treatment and oral cavity health recovery marking information;

constructing a network structure of an oral health recovery prediction model;

and training the network parameters of the model according to the training data set to obtain the model.

Optionally, the method further includes:

the training data further includes information related to oral health prediction in non-image form.

The application also provides an oral health follow-up device, including:

the image acquisition unit is used for acquiring oral cavity image data of a user after oral cavity disease treatment;

the request sending unit is used for sending an oral health recovery prediction request aiming at the treated image data to the server;

and the information display unit is used for displaying the oral health recovery information of the user after treatment, which is sent back by the server.

The present application further provides an electronic device, comprising:

a processor; and

a memory for storing a program for implementing the oral health follow-up method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: acquiring oral cavity image data of a user after oral cavity disease treatment; sending an oral health recovery prediction request aiming at the image data after treatment to a server; and displaying the oral health recovery information of the user after treatment returned by the server.

The application also provides an oral health follow-up device, including:

a request receiving unit for receiving an oral health restoration prediction request for oral image data of a target user after oral disease treatment;

the prediction unit is used for determining the oral health recovery information of the target user after treatment according to the image data after treatment and the historical oral health follow-up information of the target user through the oral health recovery prediction model;

and the information sending unit is used for sending the oral health recovery information after treatment back to the requester.

The present application further provides an electronic device, comprising:

a processor; and

a memory for storing a program for implementing the oral health follow-up method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: receiving an oral health recovery prediction request for oral image data of a target user after oral disease treatment; determining the oral health recovery information of the target user after treatment according to the image data after treatment and the historical oral health follow-up information of the target user through an oral health recovery prediction model; returning the post-treatment oral health recovery information to the requestor.

The application also provides an oral health recovery prediction model construction device, including:

a training data determination unit for determining a training data set; the training data comprises oral cavity image data after treatment, historical oral cavity health follow-up information before treatment and oral cavity health recovery marking information;

the network construction unit is used for constructing a network structure of the oral health recovery prediction model;

and the network training unit is used for training the network parameters of the model according to the training data set to obtain the model.

The present application further provides an electronic device, comprising:

a processor; and

a memory for storing a program for implementing the method for constructing the oral health restoration prediction model, wherein the following steps are executed after the device is powered on and the program for the method is executed by the processor: determining a training data set; the training data comprises oral cavity image data after treatment, historical oral cavity health follow-up information before treatment and oral cavity health recovery marking information; constructing a network structure of an oral health recovery prediction model; and training the network parameters of the model according to the training data set to obtain the model.

The present application also provides a computer-readable storage medium having stored therein instructions, which when run on a computer, cause the computer to perform the various methods described above.

The present application also provides a computer program product comprising instructions which, when run on a computer, cause the computer to perform the various methods described above.

Compared with the prior art, the method has the following advantages:

according to the oral health management system provided by the embodiment of the application, the oral health related information of a first user is determined through a first client, the oral health related information is sent to a server, and the server constructs an oral health information database according to the first user information and the oral health related information; performing oral health management for the first user according to the database; by the processing mode, the oral health file of the individual patient can be established and can comprise personal information, oral pictures/videos, interactive question and answer information related to the oral health, oral health follow-up records at multiple moments and the like, and powerful data support is provided for strengthening oral health management; therefore, the utilization rate of the oral health related information can be effectively improved, the oral health management efficiency is improved, and the user experience is further improved.

According to the oral health follow-up system provided by the embodiment of the application, the server side is used for constructing the oral health information database comprising the corresponding records between the user and the oral health related information; the client acquires oral cavity image data of a user after oral cavity disease treatment, and sends an oral cavity health recovery prediction request aiming at the image data after treatment to the server; and displaying the oral health recovery information of the user returned by the server; receiving the request; determining oral health recovery information according to the post-treatment image data and the historical oral cavity image data of the user before oral disease treatment through an oral health recovery prediction model; returning the oral health restoration information to the client; the processing mode enables the oral cavity image after the treatment of the oral cavity disease and the historical follow-up information before the treatment to be fused, and the postoperative oral cavity health recovery information is predicted; therefore, the prediction accuracy of postoperative follow-up can be effectively improved.

According to the method for constructing the oral health recovery prediction model, a training data set is determined; the training data comprises oral cavity image data after treatment, historical oral cavity health follow-up information before treatment and oral cavity health recovery marking information; constructing a network structure of an oral health recovery prediction model; training the network parameters of the model according to the training data set to obtain the model; by the processing mode, an oral health recovery prediction model is learned from the training data, and the model can determine the oral health recovery information after treatment according to the image data after treatment and the historical oral health follow-up information of the target user; therefore, the accuracy and efficiency of oral health recovery prediction can be effectively improved, and user experience is improved.

Drawings

FIG. 1 is a block diagram of an embodiment of an oral health management system provided by the present application;

FIG. 2 is a schematic diagram of an application scenario of an embodiment of an oral health management system provided in the present application;

FIG. 3 is a schematic diagram of an apparatus interaction of an embodiment of an oral health management system provided by the present application;

FIG. 4 is a schematic device interaction diagram of an embodiment of an oral health follow-up system provided by the present application;

fig. 5 is a schematic diagram of an oral health recovery prediction model of an embodiment of an oral health follow-up system provided by the present application.

Detailed Description

In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present application. This application is capable of implementation in many different ways than those herein set forth and of similar import by those skilled in the art without departing from the spirit of this application and is therefore not limited to the specific implementations disclosed below.

In the application, an oral health management system, an oral health follow-up method and an oral health recovery prediction model construction device, and electronic equipment are provided. Each of the schemes is described in detail in the following examples.

First embodiment

Please refer to fig. 1, which is a block diagram of an embodiment of an oral health management system according to the present application. The system comprises: a server 1 and a first client 2.

The server 1 may be a server deployed on a cloud server, or may be a server dedicated to oral health management, and may be deployed in a data center. The server may be a cluster server or a single server.

The first client 2 includes but is not limited to a mobile communication device, namely: the mobile phone or the smart phone also comprises clients such as a smart toothbrush, a smart sound box, a personal computer, a PAD, and an ipad.

Please refer to fig. 2, which is a schematic device interaction diagram of an embodiment of an oral health management system according to the present application. In this embodiment, the first client determines oral health related information of the target first user, and sends an oral health related information submission request for the target first user; the server receives the submission request, and constructs an oral health information database according to the target first user information and the oral health related information carried by the submission request; according to the database, oral health management for the first user is performed.

The first user, which may also be referred to as a patient user, may manage their personal oral health related information through a first client.

The oral health related information of the first user includes, but is not limited to: user personal information, oral cavity natural image data, oral cavity medical image data, oral cavity health description information, oral cavity health follow-up information, family oral cavity medical history, and the like. The user personal information may include information of user age, gender, residence and the like. In addition, the oral health-related information may further include a user's eating habits, tooth brushing habits, and the like. The oral health related information of the first user may include historical oral disease diagnosis information of the first user, specifically, may be diagnosis information prescribed by a hospital, or may be preliminary oral health information automatically determined by an oral health detection system of a server, that is, an oral health follow-up record.

The first user can input the cavity health related information once or in multiple times, and the information is sent to the server side once or in multiple times through the first client side. The server may also actively collect oral health related information of the first user, for example, using preliminary oral health information automatically determined by an oral health detection system of the server as a follow-up record of the first user, using question and answer information about oral disorders of the first user generated by the oral health detection system in an oral health prediction process as the oral health related information of the first user, and so on.

The oral health related information submission request may include a user identifier (i.e., target first user information), and any one or more of the oral health related information. The plurality of first users send the submission requests to the server through respective first clients, and the server stores the target first user information and the oral health related information carried by the submission requests to an oral health information database.

The database stores corresponding records between a plurality of first users and the oral health related information. Table 1 shows the correspondence record between the first user and the oral health-related information of the present embodiment.

TABLE 1 correspondence between first user and the oral health related information

After the database is constructed, the server can perform oral health management for the first user according to the database. Several available oral health management modalities are given below:

first, a first user manages oral health related information for his or her individual.

The database includes oral health related information for a plurality of first users. The personal profile may include personal information, oral pictures/videos, interactive question and answer information, follow-up records, and the like. In addition, the personal file may include oral image data such as X-rays taken by a hospital, doctor diagnosis reports, and the like, if permitted by the hospital.

In one example, the first client may send a first oral information query request for a target first user; displaying the oral health related information of the target first user returned by the server; the server receives the first oral cavity information inquiry request; returning oral health related information of the target first user to the first client. In particular implementations, the first user may specify the type of oral health related information to be viewed, such as oral imaging information and diagnostic reports over a period of time. With this processing, the first user can manage his or her own oral health-related information.

In another example, the first client may send a first oral information modification request for a target first user; and the server side updates the oral health related information of the first user according to the modification request. With this processing, the first user can manage his or her own oral health-related information.

In another example, the first client may send a first oral information addition request for a target first user; and the server stores the newly added oral health related information of the first user to the database according to the increase request. With this processing, the first user can manage his or her own oral health-related information.

In yet another example, the first client may send a first oral information deletion request for a target first user; and the server deletes the appointed oral health related information according to the deletion request. With this processing, the first user can manage his or her own oral health-related information.

During specific implementation, the system can be applied to platforms such as applets, nails and the like in the payment of small programs and instant messaging applications, and the mobile APP can also be independently designed. The first user opens the relevant application by using a client such as a smart phone, and the like, and can manage the personal oral health relevant information.

In a second approach, the first user manages oral health related information for his family members.

The first user can manage the personal oral health file, create a family group, manage the personal oral health files of other family members and the oral health related information of the family group, such as family living region, family eating habit and the like through the system.

In one example, the first client is further configured to send a user group creation request for the target user group; and the server receives the creation request and stores the target user group and the corresponding records among the plurality of first users corresponding to the target user group to the database.

In another example, the first client is further configured to send a user group adjustment request for the target user group; the server is further configured to receive the adjustment request and adjust the corresponding record. The adjustment request includes: adding a first user request, modifying the first user request, deleting the first user request, and modifying the family living region, the family eating habit and other information.

In yet another example, the server may be further configured to determine oral health restoration-related information of the first user according to the oral health-related information of the user group and the oral health-related information of the first user; sending the oral health restoration-related information, such as dental treatment recommendations, dietary attention information, a tooth brushing regimen, and the like, to the first client.

The system provided by the embodiment of the application can effectively improve the user experience by managing the oral health files of family members through the first client.

In a third mode, the first user authorizes the second user to have the right to view the oral health related information of the second user, and the second user performs oral health determination processing on the first user based on the information.

In one example, a first client sends an oral health information authorization request for a target second user; the server receives the authorization request; marking the oral health related information of the target first user as information that a target second user has access rights; the second client sends a second oral cavity information query request aiming at a target first user specified by a target second user; the server receives the second oral cavity information inquiry request; if the target second user has the information viewing permission of the target first user, the oral health related information of the target first user is returned to the second client; and the second client displays the oral health related information of the target first user returned by the server so as to conveniently carry out oral disease diagnosis and treatment in an online mode or an offline mode on the target first user. Table 1 shows the oral health related information authorization lookup table of the present embodiment.

Table 2, oral health related information authorization checking table

Please refer to fig. 3, which is a schematic view illustrating an embodiment of an oral health management system according to the present application. In one example, the server and the first client, the first client may be connected through a network, for example, the first client may be networked through WIFI or the like, and the like. A first user can send personal information, question and answer information related to oral health conditions, oral images taken at any time, medical images and other oral health related information to a server through a first client such as a smart sound box and a smart phone, and the server stores the data into an oral health information database; the first client may manage the personal data in the database and may also authorize a designated second user to have access to view personal oral health related information of the first user. As shown in fig. 2, a second user may send an oral health information acquisition request for a specified first user to a server through a second client, and if the server determines that the second user has the right to view the data of the first user, the server sends the data of the first user to the second client; the second user may perform an online or offline oral health determination process on the first user based on the data.

The second user can be called a doctor user, and the oral health related information of the patient can be checked through the second client, so that the oral disease diagnosis and treatment of the patient in an online mode or an offline mode can be conveniently carried out.

The second client includes but is not limited to a mobile communication device, namely: the mobile phone or the smart phone also comprises clients such as a smart toothbrush, a smart sound box, a personal computer, a PAD, and an iPad.

In a specific implementation, the database may store a correspondence between the diagnosis and treatment records of the second user and the first user, where the diagnosis and treatment records may be the diagnosis and treatment records given by the second user. In addition, the first user may authorize the second user to access the personal oral problem history during an interview, such as when transferring to a hospital/clinic, a new doctor may need to be authorized to view the medical records given by past doctors.

The second user may perform oral disease diagnosis and treatment on the first user based on the oral health related information of the first user, in a specific manner: offline diagnosis and treatment, and online diagnosis and treatment. When diagnosis and treatment are carried out in an offline mode, a second user mainly checks the history of the personal oral problems of the first user through a second client and gives a diagnosis and treatment result online in combination with the description information of the first user on the current disease. When diagnosis and treatment are carried out in an online mode, the second user mainly checks the history of the personal oral problems of the first user through the second client, and carries out online communication with the first user according to an online diagnosis and treatment system provided by the server, so that the current disease condition of the first user is known, and a diagnosis and treatment result is given online.

According to the system provided by the embodiment of the application, the first user authorizes the second user to have access to the personal oral health file of the first user through the first client, and the second user accesses the personal oral health file of the first user through the second client, so that oral health data barriers of the user side and the doctor side can be opened, and the second user can carry out online or offline oral disease diagnosis and treatment on the first user; therefore, the use convenience of the oral health information can be effectively improved, and the comprehensive oral health information of the patient can be ensured to be quickly acquired by the doctor, so that the accuracy of diagnosis and treatment of oral diseases is improved, and the user experience is further improved.

And fourthly, executing oral health information mining processing based on the database.

With the wide application of the system, hundreds of new data can enter the database every day, and information such as oral disease occurrence modes can be mined based on oral disease big data through a data mining technology, an artificial intelligence technology and the like.

In one example, the server determines the oral disease occurrence mode information according to the database through an oral disease occurrence mode determination model. In specific implementation, the oral health related information can be obtained by determining words and oral disease element types of the words; extracting oral disease features including text semantic information and oral disease element type information according to word vectors of words and element type vectors of oral disease element types through an oral disease feature extraction sub-network included in an oral disease element determination model; determining oral disease element information according to the oral disease characteristics through an oral disease element prediction subnetwork included in an oral disease element determination model; and determining the oral disease occurrence mode information according to the oral disease element information.

In addition, various statistical data related to oral diseases, such as the proportion of patients with periodontitis, and the like, can be formed according to the oral disease element information.

In another example, the server determines oral health category information of the first user according to the database through an oral health clustering model. In specific implementation, the oral health related information of the plurality of first users can be clustered through a clustering algorithm, and the oral disease type and other information of each first user can be determined. The oral disease type can be periodontitis, dental caries, etc.

In another example, the server can perform big data analysis based on a large amount of diagnosis and treatment data, cluster disease categories and assist doctors in learning experience.

The oral health management system provided by the embodiment of the application can effectively enhance the oral health management depth by analyzing the big data based on the database and mining the information such as oral disease occurrence modes.

And fifthly, based on the database, the second user can independently learn the related knowledge of the oral disease diagnosis and treatment.

In one example, a physician user learns himself from patient cases by querying the database. For example, a doctor can determine some critical information of oral diseases (such as tooth damage description, gum color, and the like), can query diagnosis information related to the critical information of the diseases through the database, and can use the information to diagnose and treat patients, so that the hospital diagnosis capability with a high medical level can be sunk to the basic level, and the basic level doctor is helped to improve the diagnosis capability, which is particularly important for regions with medical resources shortage and uneven distribution.

The specific implementation manner may be that the second client sends a first user oral cavity information query request; receiving oral health related information of a first user which is returned by a server and meets the query condition; according to the oral health related information, oral medicine autonomous learning processing aiming at the second user is executed, such as displaying the oral health related information of the first user meeting the query condition. The first user oral health related information obtained by inquiring in the mode can only comprise information related to oral disease diagnosis and treatment, such as disease description and diagnosis results, and does not comprise first user personal information, so that the first user authorization can be avoided.

And a sixth mode, based on the database, realizing the medical training treatment of the oral cavity of the second user.

In one example, a second client sends a first user oral information query request; receiving oral health related information of a first user which is returned by a server and meets the query condition; performing an oral medical training process for a second user based on the oral health related information. By adopting the processing mode, the oral health management system also has an online education and training function. For example, according to the information in the database, diagnosis and treatment methods of various oral diseases in different disease stages (such as early disease stage, middle disease stage, severe disease stage, recovery stage, etc.) can be mined, oral disease training materials are formed, and the oral disease training materials are distributed to the primary doctor client side for learning.

When the method is specifically implemented, an oral disease library can be established on the premise of patient authorization, and a primary doctor can log in and check typical cases, learn on line and improve the overall diagnosis and treatment level of the primary doctor.

As can be seen from the foregoing embodiments, the oral health management system provided in the embodiments of the present application determines, by a first client, oral health related information of a first user, and sends the oral health related information to a server, and the server constructs an oral health information database according to the first user information and the oral health related information; performing oral health management for the first user according to the database; by the processing mode, the oral health file of the individual patient can be established and can comprise personal information, oral pictures/videos, interactive question and answer information related to the oral health, oral health follow-up records at multiple moments and the like, and powerful data support is provided for strengthening oral health management; therefore, the utilization rate of the oral health related information can be effectively improved, the oral health management efficiency is improved, and the user experience is further improved.

Second embodiment

Corresponding to the oral health management system, the present application further provides an oral health management method, where an execution subject of the method includes, but is not limited to, a first client, such as a smart phone, a smart toothbrush, a smart speaker, a tablet computer, a desktop computer, a wearable device, and the like, and may be implemented by installing an Application (APP) on the client or installing software on the desktop computer. Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment.

In this embodiment, the method includes the steps of:

step 1: determining oral health related information of a target first user;

step 2: sending an oral health related information submission request aiming at a target first user to a server, so that the server can construct an oral health information database according to the target first user information and the oral health related information carried by the submission request; according to the database, oral health management for the first user is performed.

In one example, the method may further comprise the steps of: sending a first oral cavity information query request aiming at a target first user to a server side; and displaying the oral health related information of the target first user returned by the server.

In one example, the method may further comprise the steps of: sending an oral health information authorization request aiming at a target second user to a server, so that the server marks the oral health related information of the target first user as information which the target second user has right to access; receiving a second oral cavity information query request which is sent by a second client and aims at a target first user specified by a target second user; and if the target second user has the information viewing permission of the target first user, the oral health related information of the target first user is returned to the second client.

In one example, the method may further comprise the steps of: and sending a user group construction request aiming at the target user group to the server so that the server can store the corresponding records between the target user group and a plurality of first users corresponding to the target user group to the database.

In one example, the method may further comprise the steps of: and sending a user group adjustment request aiming at the target user group to the server so as to facilitate the server to adjust the corresponding record.

Third embodiment

In the above embodiment, an oral health management method is provided, and correspondingly, an oral health management device is also provided. The apparatus corresponds to an embodiment of the method described above.

Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment. The application provides an oral health management device includes:

Fourth embodiment

The application also provides an electronic device. Since the apparatus embodiments are substantially similar to the method embodiments, they are described in a relatively simple manner, and reference may be made to some of the descriptions of the method embodiments for relevant points. The device embodiments described below are merely illustrative.

An electronic device of the present embodiment includes: a processor and a memory; a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: determining oral health related information of a target first user; sending an oral health related information submission request aiming at a target first user to a server, so that the server can construct an oral health information database according to the target first user information and the oral health related information carried by the submission request; according to the database, oral health management for the first user is performed.

Fifth embodiment

Corresponding to the oral health management system, the application also provides an oral health management method, and an execution subject of the method includes but is not limited to a server, and the method can be implemented by any device. Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment.

In this embodiment, the method includes the steps of:

step 1: receiving an oral health related information submission request sent by a first client and aiming at a target first user;

step 2: storing the target first user information and the oral health related information carried by the submission request to an oral health information database;

and step 3: according to the database, oral health management for the first user is performed.

In one example, the method may further comprise the steps of: receiving a first oral cavity information query request aiming at a target first user and sent by a first client; querying the database for oral health related information of the target first user; returning oral health related information of the target first user to the first client.

In one example, the method may further comprise the steps of: receiving an oral health information authorization request aiming at a target second user and sent by a first client; marking the oral health related information of the target first user as information that a target second user has access rights; receiving a second oral cavity information query request which is sent by a second client and aims at a target first user specified by a target second user; and if the target second user has the information viewing permission of the target first user, the oral health related information of the target first user is returned to the second client.

In one example, the method may further comprise the steps of: receiving a user group construction request aiming at a target user group sent by a first client; and storing the corresponding records of the target user group and a plurality of first users corresponding to the target user group to the database.

In one example, the method may further comprise the steps of: receiving a user group adjustment request aiming at a target user group sent by a first client; and adjusting the corresponding record according to the adjustment request.

The user group adjustment comprises: and adding the first user, modifying the first user and deleting the first user.

In one example, the database further comprises oral health related information for a group of users; the oral health related information of the user group comprises: home living region information, and home eating habit information.

In one example, the method may further comprise the steps of: determining oral health recovery related information of the first user according to the oral health related information of the user group and the oral health related information of the first user; sending the oral health recovery related information to the first client.

As can be seen from the foregoing embodiments, in the oral health management method provided in the embodiments of the present application, the first client determines the oral health related information of the first user, and sends the oral health related information to the server, and the server constructs an oral health information database according to the first user information and the oral health related information; performing oral health management for the first user according to the database; by the processing mode, the oral health file of the individual patient can be established and can comprise personal information, oral pictures/videos, interactive question and answer information related to the oral health, oral health follow-up records at multiple moments and the like, and powerful data support is provided for strengthening oral health management; therefore, the utilization rate of the oral health related information can be effectively improved, the oral health management efficiency is improved, and the user experience is further improved.

Sixth embodiment

Seventh embodiment

The application also provides an electronic device embodiment. Since the apparatus embodiments are substantially similar to the method embodiments, they are described in a relatively simple manner, and reference may be made to some of the descriptions of the method embodiments for relevant points. The device embodiments described below are merely illustrative.

An electronic device of the present embodiment includes: a processor and a memory; a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: receiving an oral health related information submission request sent by a first client and aiming at a target first user; constructing an oral health information database according to the target first user information and the oral health related information carried by the submission request; according to the database, oral health management for the first user is performed.

Eighth embodiment

Corresponding to the oral health management system, the present application further provides an oral health management method, where an execution subject of the method includes, but is not limited to, a second client, such as a smart phone, a smart toothbrush, a smart speaker, a tablet computer, a desktop computer, a wearable device, and the like, and may be implemented by installing an Application (APP) on the client or installing software on the desktop computer. Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment.

In this embodiment, the method includes the steps of:

step 1: sending a second oral cavity information query request aiming at a target first user specified by a target second user to a server;

step 2: and displaying the oral health related information of the target first user returned by the server so as to facilitate the oral health determination processing of the target first user in an online mode or an offline mode.

As can be seen from the foregoing embodiments, the oral health management method provided in the embodiments of the present application sends a second oral information query request for a target first user specified by a target second user to a server; displaying the oral health related information of the target first user returned by the server so as to facilitate the oral health determination processing of the target first user in an online mode or an offline mode; by the processing mode, the first user authorizes the second user to have access to the personal oral health file of the first user through the first client, and the second user accesses the personal oral health file of the first user through the second client, so that oral health data barriers of the user side and the doctor side can be broken through, and the second user can carry out online or offline oral disease diagnosis and treatment on the first user; therefore, the use convenience of the oral health information can be effectively improved, and the comprehensive oral health information of the patient can be ensured to be quickly acquired by the doctor, so that the accuracy of diagnosis and treatment of oral diseases is improved, and the user experience is further improved.

Ninth embodiment

Tenth embodiment

An electronic device of the present embodiment includes: a processor and a memory; a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: sending a second oral cavity information query request aiming at a target first user specified by a target second user to a server; and displaying the oral health related information of the target first user returned by the server so as to facilitate the oral health determination processing of the target first user in an online mode or an offline mode.

The apparatus comprises: smart phones, tablet computers, personal computers.

Eleventh embodiment

In this embodiment, the method includes the steps of:

step 1: sending a first user oral cavity information acquisition request to a server;

step 2: receiving oral health related information of a plurality of first users returned by a server;

and step 3: according to the oral health related information of the plurality of first users, oral health information mining processing is performed.

In one example, step 3 may be implemented as follows: determining oral health category information of the first users according to the oral health related information of the first users through the oral health clustering model.

In one example, step 3 may be implemented as follows: determining oral disease occurrence mode information according to the oral health related information of the plurality of first users through the oral disease occurrence mode determination model.

As can be seen from the foregoing embodiments, the oral health management method provided in the embodiments of the present application sends a first user oral information acquisition request to a server; receiving oral health related information of a plurality of first users returned by a server; performing oral health information mining processing according to oral health related information of a plurality of first users; by the aid of the processing mode, big data analysis is carried out on the basis of the oral health related information database of the first user, information such as oral disease occurrence modes and the like is mined, and oral health management depth can be effectively enhanced.

Twelfth embodiment

Thirteenth embodiment

An electronic device of the present embodiment includes: a processor and a memory; a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: sending a first user oral cavity information acquisition request to a server; receiving oral health related information of a plurality of first users returned by a server; according to the oral health related information of the plurality of first users, oral health information mining processing is performed.

Fourteenth embodiment

In this embodiment, the method includes the steps of:

step 2: receiving oral health related information of a first user which is returned by a server and meets the query condition;

and step 3: performing an oral medical autonomous learning process for a second user according to the oral health related information.

As can be seen from the foregoing embodiments, the oral health management method provided in the embodiments of the present application sends a first user oral information acquisition request to a server; receiving oral health related information of a plurality of first users returned by a server; performing an oral medical autonomous learning process for a second user according to the oral health related information; by the aid of the processing mode, the second user can learn the oral disease diagnosis and treatment related knowledge independently based on the oral health information database.

Fifteenth embodiment

Sixteenth embodiment

An electronic device of the present embodiment includes: a processor and a memory; a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: sending a first user oral cavity information acquisition request to a server; receiving oral health related information of a plurality of first users returned by a server; performing an oral medical autonomous learning process for a second user according to the oral health related information.

Seventeenth embodiment

In this embodiment, the method includes the steps of:

and step 3: performing an oral medical training process for a second user based on the oral health related information.

As can be seen from the foregoing embodiments, the oral health management method provided in the embodiments of the present application sends an oral information query request of a first user to a server; receiving oral health related information of a first user which is returned by a server and meets the query condition; performing an oral medical training process for a second user based on the oral health-related information; this processing allows for a second user oral medical training process based on the oral health information database.

Eighteenth embodiment

Nineteenth embodiment

An electronic device of the present embodiment includes: a processor and a memory; a memory for storing a program for implementing the oral health management method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: sending an oral information query request of a first user to a server; receiving oral health related information of a first user which is returned by a server and meets the query condition; performing an oral medical training process for a second user based on the oral health related information.

Twentieth embodiment

Corresponding to the oral health management system, the application also provides an oral health follow-up system. Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment.

The oral health follow-up system that this application embodiment provided includes: a server 1 and a client 2.

Please refer to fig. 4, which is a schematic device interaction diagram of an embodiment of the oral health follow-up system of the present application. In the embodiment, the server side constructs an oral health information database comprising corresponding records between the user and the historical oral health follow-up information; the client acquires oral cavity image data of a user after oral cavity disease treatment, and sends an oral cavity health recovery prediction request aiming at the image data after treatment to the server; and displaying the oral health recovery information of the user returned by the server; the server receives the request; determining oral health recovery information according to the post-treatment image data and the historical oral health follow-up information of the user through an oral health recovery prediction model; returning the oral health restoration information to the client.

The system can provide postoperative follow-up service for the oral disease postoperative user, and determine the postoperative oral health recovery condition according to the oral image data after the oral disease treatment shot by the user this time and the historical oral health follow-up information. The historical oral health follow-up information includes, but is not limited to: historical oral image data and historical oral health prediction information, and also can comprise oral health description information, personal information and the like generated in the historical prediction process. The historical oral cavity image data comprises oral cavity image data shot at a plurality of historical moments through a client, and also can comprise oral cavity medical image data. The historical oral health prediction information comprises oral health recovery information predicted by the system at a plurality of historical moments.

Please refer to fig. 5, which is a schematic diagram of an oral health recovery prediction model according to an embodiment of the oral health follow-up system of the present application. In this embodiment, the post-treatment image data and the pre-treatment image data are first aligned with the target oral image data of the user via a dental image registration network included in the oral health restoration prediction model. The target oral cavity image may be one image data designated by the user from a plurality of pre-treatment image data, such as an oral cavity image taken at the first follow-up visit of the user, the image data is used as the reference oral cavity image data of the user, and other image data are aligned with the image data to construct a tooth corresponding relationship between different images for the system to compare, so as to find the recovery condition after tooth treatment. And then determining a network through oral health recovery information included in an oral health recovery prediction model, and determining the oral health recovery information according to the aligned post-treatment image data and historical oral image data and the historical oral health prediction information of the user.

As can be seen from fig. 5, the input data of the dental image registration network includes a plurality of oral cavity image data before treatment, further includes oral cavity image data after treatment (this time with shooting), and further includes standard image data (target oral cavity image). The dental image registration network comprises: a deep learning registration sub-network and an image transformation sub-network. Firstly, an input image passes through a deep learning registration sub-network, and a registration deformation field of a follow-up image at different periods to a standard image is predicted; then, through an image transformation sub-network, the processing of generating the registered image by applying the deformation field is executed for the system to perform image comparison. And outputting the registered image data through the dental image registration network. The deep-learning registration subnetwork may include a downsampling subnetwork and an upsampling subnetwork. The registered image results are combined with the follow-up information of the patient (including follow-up time, post-treatment condition and the like) and the description of the current disease condition is input (can be obtained in a question-and-answer mode), and the three types of information are input into an LSTM network for the post-operation/post-treatment condition prediction.

The dental image registration network of fig. 5 maps one image to another image by finding a spatial transformation for two images in a set of image data sets, so that points corresponding to the same position in space in the two images correspond one to one, thereby achieving the purpose of information fusion. The tooth image registration network obtains the deformation field of the standard image and the follow-up image by extracting the characteristics of the standard image and the follow-up image and utilizing the deep learning network, and the deformation field is differentiable according to the existing theory. And performing linear interpolation on the follow-up image through the deformation field to obtain a registered image. The deformation field represents the displacement transformation relation of each pixel position from the standard image to the follow-up image, and comprises two translation amounts in the x direction and the y direction.

The oral health recovery information determination network in fig. 5 may be a network that performs two convolution networks on two channels of text information and image information to extract features, and then may perform feature fusion in a deep layer, where the fusion mode may be concatenation (concatenate), to obtain a fusion feature that affects prediction of the oral health recovery information after treatment. And finally, determining the oral health recovery information after treatment according to the fusion characteristics. In specific implementation, a deep fusion mode can be adopted to fuse the two feature data. Since the deep neural network belongs to the mature prior art, it is not described in detail here.

In this embodiment, the server is further configured to store the post-treatment image data and the corresponding record of the post-treatment oral health recovery information as historical oral health follow-up information. Table 1 shows correspondence records between the user of the present embodiment and the historical oral health follow-up information.

TABLE 1 correspondence between the user and the historical oral health follow-up information of this example

As can be seen from fig. 5, in an example, the server is specifically configured to determine, through the oral health recovery prediction model, the post-treatment oral health recovery information according to the post-treatment image data, the historical oral health follow-up information of the target user, and the post-treatment oral health recovery prediction related information in a non-image form.

From the information category dimension, the oral health recovery prediction related information includes but is not limited to: disease description information, user personal information (such as age, sex, etc.). The disease description information can be acquired through an oral health question-answering system provided by a server.

In one example, the server may be further operable to determine query information relating to the prediction of oral health recovery; sending the query information to a client, receiving a reply information submission request aiming at the query information sent by the client, and taking the reply information as the oral health prediction related information in a non-image form after treatment.

The query information includes, but is not limited to: disease inquiry information and user information inquiry information.

The query information may be determined as follows: determining the query information based at least on the historical oral health follow-up information. In one example, the server may further be configured to obtain information related to the prediction of oral health recovery of the user in a non-image form before treatment, such as historical disease description information, eating habits, brushing habits, and the like; and determining the inquiry information according to the historical oral health follow-up information, the non-image oral health recovery prediction related information before treatment and the image data after treatment.

In another example, the query information is determined based at least on an oral health knowledge base and the historical oral health follow-up information. The oral health knowledge base can include common problems in the inquiry process of oral diseases, such as 'how uncomfortable teeth feel', 'how long teeth are painful', 'history of oral diseases', 'smoking history', 'eating habits', 'tooth brushing habits' and the like. During specific implementation, the server side can intelligently and pertinently determine subsequent inquiry information according to the information provided by the user so as to acquire comprehensive disease description information and improve user experience.

The server is also used for receiving a reply information submission request which is sent by the client and aims at the inquiry information, and taking the reply information as the oral health prediction related information in a non-image form after treatment; and determining a network through the oral health recovery information, and determining the oral health recovery information according to the aligned image data after treatment and image data before treatment, the oral health prediction related information in a non-image form before treatment and the oral health prediction related information in a non-image form after treatment. By adopting the processing mode, the follow-up diagnosis is carried out on the postoperative recovery condition of the user according to more comprehensive oral health related information; therefore, the accuracy of the oral health follow-up can be effectively improved.

In specific implementation, the server side can determine inquiry information related to oral health recovery prediction according to the non-image oral health recovery prediction related information before treatment.

In this embodiment, the service end deploys an automatic question-answering system related to oral health recovery, and may determine query information related to oral health recovery prediction according to the information related to oral health recovery prediction before treatment. In specific implementation, the server side can construct an oral health knowledge base in advance, and automatically determine inquiry information related to the oral health recovery prediction according to the oral health knowledge base and the oral health recovery prediction related information before treatment.

In one example, the server is further operable to generate an oral health report based on the oral health recovery information; returning the oral health recovery report to a client for viewing by a user.

As can be seen from the above embodiments, the oral health follow-up system provided in the embodiments of the present application constructs, through the server, an oral health information database including historical oral health follow-up information of the user; the client acquires oral cavity image data of a user after oral cavity disease treatment, and sends an oral cavity health recovery prediction request aiming at the image data after treatment to the server; and displaying the oral health recovery information of the user returned by the server; receiving the request; determining the oral health recovery information after treatment according to the image data after treatment and the historical oral health follow-up information of the user through an oral health recovery prediction model; returning the post-treatment oral health recovery information to the client; the processing mode enables the oral cavity image after the treatment of the oral cavity disease and the historical follow-up information before the treatment to be fused, and the postoperative oral cavity health recovery information is predicted; therefore, the prediction accuracy of postoperative follow-up can be effectively improved.

Twenty-first embodiment

Corresponding to the oral health follow-up system, the application also provides an oral health follow-up method, and an execution subject of the method includes but is not limited to a client, such as a smart phone, a smart toothbrush, a smart speaker, a tablet computer, a desktop computer, a wearable device, and the like, and can be implemented by installing an Application (APP) on the client or installing software on the desktop computer. Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment.

In this embodiment, the method includes the steps of:

step 1: acquiring oral cavity image data of a user after oral cavity disease treatment;

step 2: sending an oral health recovery prediction request aiming at the image data after treatment to a server;

and step 3: and displaying the oral health recovery information of the user after treatment returned by the server.

As can be seen from the above embodiments, the oral health follow-up method provided in the embodiments of the present application constructs, through the server, an oral health information database including historical oral health follow-up information of the user; the client acquires oral cavity image data of a user after oral cavity disease treatment, and sends an oral cavity health recovery prediction request aiming at the image data after treatment to the server; and displaying the oral health recovery information of the user returned by the server; receiving the request; determining the oral health recovery information after treatment according to the image data after treatment and the historical oral health follow-up information of the user through an oral health recovery prediction model; returning the post-treatment oral health recovery information to the client; the processing mode enables the oral cavity image after the treatment of the oral cavity disease and the historical follow-up information before the treatment to be fused, and the postoperative oral cavity health recovery information is predicted; therefore, the prediction accuracy of postoperative follow-up can be effectively improved.

Twenty-second embodiment

In the embodiment, an oral health follow-up method is provided, and correspondingly, an oral health follow-up device is also provided. The apparatus corresponds to an embodiment of the method described above.

Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment. The application provides a device is followed up to visit to oral health includes:

Twenty-third embodiment

The application also provides an intelligent sound box. Since the apparatus embodiments are substantially similar to the method embodiments, they are described in a relatively simple manner, and reference may be made to some of the descriptions of the method embodiments for relevant points. The device embodiments described below are merely illustrative.

An intelligent audio amplifier of this embodiment, this intelligent audio amplifier includes: a processor and a memory; a memory for storing a program for implementing the oral health follow-up method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: acquiring oral cavity image data of a user after oral cavity disease treatment; sending an oral health recovery prediction request aiming at the image data after treatment to a server; and displaying the oral health recovery information of the user after treatment returned by the server.

Twenty-fourth embodiment

Corresponding to the oral health follow-up visit, the application also provides an oral health follow-up visit method, and the execution subject of the method comprises but is not limited to a server side, and any equipment capable of implementing the method can be provided. Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment.

In this embodiment, the method includes the steps of:

step 1: receiving an oral health recovery prediction request for oral image data of a target user after oral disease treatment;

step 2: determining the oral health recovery information of the target user after treatment according to the image data after treatment and the historical oral health follow-up information of the target user through an oral health recovery prediction model;

and step 3: returning the post-treatment oral health recovery information to the requestor.

In one example, the historical oral health follow-up information includes: historical oral cavity image data and historical oral cavity health prediction information; the step 2 may comprise the sub-steps of:

2.1) aligning the post-treatment image data and the historical oral cavity image data with the target oral cavity image data of the target user through a tooth image registration network included in the oral cavity health recovery prediction model;

2.2) determining a network through oral health recovery information included in the oral health recovery prediction model, and determining the oral health recovery information after treatment according to the aligned image data after treatment, historical oral image data and historical oral health prediction information.

In one example, the method may further comprise the steps of: and storing the corresponding records of the image data after treatment and the oral health recovery information after treatment as historical oral health follow-up information.

In one example, the step 2 can be implemented as follows: and determining the oral health recovery information after treatment according to the image data after treatment, the historical oral health follow-up information of the target user and the oral health recovery prediction related information in a non-image form after treatment by using an oral health recovery prediction model.

The information related to the prediction of oral health restoration comprises: disease description information, user information.

In one example, the method may further comprise the steps of: determining query information related to the prediction of oral health recovery; sending the inquiry information to a requester, receiving a reply information submission request aiming at the inquiry information sent by the requester, and taking the reply information as the oral health prediction related information in a non-image form after treatment.

In one example, the query information may be determined as follows: determining the query information based at least on the historical oral health follow-up information.

In one example, the query information may be determined as follows: determining the query information based at least on the oral health knowledge base and the historical oral health follow-up information.

In one example, the query information may be determined as follows: and determining the inquiry information at least according to an oral health knowledge base, the historical oral health follow-up information and the image data.

In one example, the method may further comprise the steps of: generating an oral health recovery report according to the treated oral health recovery information; returning the oral health recovery report to a requestor.

Twenty-fifth embodiment

Twenty-sixth embodiment

An electronic device of the present embodiment includes: a processor and a memory; a memory for storing a program for implementing the oral health follow-up method, the apparatus performing the following steps after being powered on and running the program of the method by the processor: receiving an oral health recovery prediction request for oral image data of a target user after oral disease treatment; determining the oral health recovery information of the target user after treatment according to the image data after treatment and the historical oral health follow-up information of the target user through an oral health recovery prediction model; returning the post-treatment oral health recovery information to the requestor.

Twenty-seventh embodiment

Corresponding to the oral health follow-up visit, the application also provides an oral health recovery prediction model construction method, and an execution subject of the method comprises but is not limited to a server side, and can be any equipment capable of realizing the method. Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment.

In this embodiment, the method for constructing the oral health recovery prediction model includes the following steps:

step 1: determining a training data set; the training data comprises oral cavity image data after treatment, historical oral cavity health follow-up information before treatment and oral cavity health recovery marking information;

step 2: constructing a network structure of an oral health recovery prediction model;

and step 3: and training the network parameters of the model according to the training data set to obtain the model.

In one example, the training data may also include information related to oral health prediction in non-image form after treatment.

As can be seen from the above embodiments, the method for constructing the oral health recovery prediction model provided in the embodiments of the present application determines a training data set; the training data comprises oral cavity image data after treatment, historical oral cavity health follow-up information before treatment and oral cavity health recovery marking information; constructing a network structure of an oral health recovery prediction model; training the network parameters of the model according to the training data set to obtain the model; by the processing mode, an oral health recovery prediction model is learned from the training data, and the model can determine the oral health recovery information after treatment according to the image data after treatment and the historical oral health follow-up information of the target user; therefore, the accuracy and efficiency of oral health recovery prediction can be effectively improved, and user experience is improved.

Twenty-eighth embodiment

In the above embodiment, a method for constructing an oral health recovery prediction model is provided, and correspondingly, an apparatus for constructing an oral health recovery prediction model is also provided. The apparatus corresponds to an embodiment of the method described above.

Parts of this embodiment that are the same as the first embodiment are not described again, please refer to corresponding parts in the first embodiment. The application provides an oral health resumes prediction model construction equipment includes:

Twenty-ninth embodiment

An electronic device of the present embodiment includes: a processor and a memory; a memory for storing a program for implementing the method for constructing the oral health restoration prediction model, wherein the following steps are executed after the device is powered on and the program for the method is executed by the processor: determining a training data set; the training data comprises oral cavity image data after treatment, historical oral cavity health follow-up information before treatment and oral cavity health recovery marking information; constructing a network structure of an oral health recovery prediction model; and training the network parameters of the model according to the training data set to obtain the model.

Although the present application has been described with reference to the preferred embodiments, it is not intended to limit the present application, and those skilled in the art can make variations and modifications without departing from the spirit and scope of the present application, therefore, the scope of the present application should be determined by the claims that follow.

In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.

The memory may include forms of volatile memory in a computer readable medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.

1. Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, computer readable media does not include non-transitory computer readable media (transient media), such as modulated data signals and carrier waves.

2. As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.

Claims

1. An oral health management system, comprising:

2. The system of claim 1,

the oral health related information of the first user comprises at least one of the following information: the system comprises user personal information, oral natural image data, oral medical image data, oral health description information and oral health follow-up information.

3. The system of claim 1, further comprising:

4. The system of claim 1, further comprising:

5. The system of claim 1, further comprising:

6. The system of claim 1, further comprising:

7. The system of claim 1, further comprising:

8. The system of claim 7, wherein said performing an oral health information mining process from said database comprises:

10. An oral health management method, comprising:

11. The method of claim 10, further comprising:

12. The method of claim 10, further comprising:

13. The method of claim 10,

receiving a user group construction request aiming at a target user group sent by a first client;

14. The method of claim 13,

receiving a user group adjustment request aiming at a target user group sent by a first client;

and adjusting the corresponding record according to the adjustment request.

15. The method of claim 14,

16. The method of claim 13,

the database further comprises oral health related information of a group of users;

17. The method of claim 16,

determining oral health recovery related information of the first user according to the oral health related information of the user group and the oral health related information of the first user;

sending the oral health recovery related information to the first client.

18. An oral health management method, comprising:

determining oral health related information of a target first user;

19. The method of claim 18, further comprising:

20. The method of claim 18, further comprising:

21. The method of claim 18,

and sending a user group construction request aiming at the target user group to the server so that the server can store the corresponding records between the target user group and a plurality of first users corresponding to the target user group to the database.

22. The method of claim 21,

and sending a user group adjustment request aiming at the target user group to the server so as to facilitate the server to adjust the corresponding record.

23. An oral health management method, comprising:

24. An oral health management method, comprising:

sending a first user oral cavity information acquisition request to a server;

25. The method of claim 24, wherein performing an oral health information mining process based on the oral health related information of the plurality of first users comprises:

26. The method of claim 24, wherein performing an oral health information mining process based on the oral health related information of the plurality of first users comprises:

27. An oral health management method, comprising:

sending a first user oral cavity information query request to a server;

28. An oral health management method, comprising:

sending an oral information query request of a first user to a server;

29. An oral health management device, comprising:

30. An electronic device, comprising:

a processor; and

31. An oral health management device, comprising:

32. An electronic device, comprising:

a processor; and

33. An oral health management device, comprising:

34. An electronic device, comprising:

a processor; and

35. An oral health management device, comprising:

36. An electronic device, comprising:

a processor; and

37. An oral health management device, comprising:

38. An electronic device, comprising:

a processor; and

39. An oral health management device, comprising:

40. An electronic device, comprising:

a processor; and

41. An oral health follow-up system, comprising:

42. An oral health follow-up method, comprising:

acquiring oral cavity image data of a user after oral cavity disease treatment;

43. An oral health follow-up method, comprising:

returning the post-treatment oral health recovery information to the requestor.

44. The method of claim 43,

the historical oral health follow-up information comprises: historical oral cavity image data and historical oral cavity health prediction information;

45. The method of claim 43, further comprising:

46. The method of claim 43,

and determining the oral health recovery information after treatment according to the image data after treatment, the historical oral health follow-up information of the target user and the oral health recovery prediction related information in a non-image form after treatment by using an oral health recovery prediction model.

47. The method according to claim 46, wherein the information relating to oral health restoration prediction comprises: disease description information, user information.

48. The method of claim 46, further comprising:

49. The method of claim 48, wherein the query information is determined by:

50. The method of claim 49,

determining the query information based at least on the oral health knowledge base and the historical oral health follow-up information.

51. The method of claim 43, further comprising:

returning the oral health recovery report to a requestor.

52. A method for constructing an oral health recovery prediction model is characterized by comprising the following steps:

constructing a network structure of an oral health recovery prediction model;

53. The method of claim 52, further comprising:

54. An oral health follow-up device, comprising:

55. An electronic device, comprising:

a processor; and

56. An oral health follow-up device, comprising:

57. An electronic device, comprising:

a processor; and

58. An oral health recovery prediction model construction device, comprising:

59. An electronic device, comprising:

a processor; and