CN114242243A - User health assessment method, device, equipment and storage medium - Google Patents
User health assessment method, device, equipment and storage medium Download PDFInfo
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- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/20—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for electronic clinical trials or questionnaires
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H10/00—ICT specially adapted for the handling or processing of patient-related medical or healthcare data
- G16H10/60—ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
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Abstract
The embodiment of the invention discloses a user health assessment method, a device, equipment and a storage medium, wherein the method comprises the following steps: acquiring user basic information and face image information of a user to be evaluated, and determining target face features of the user to be evaluated according to the face image information; determining health evaluation data corresponding to the user to be evaluated according to the user basic information, the target facial features and a pre-established health evaluation database, wherein electronic medical record data of a plurality of users are stored in the health evaluation database; and displaying the health assessment data. According to the technical scheme of the embodiment of the invention, the user can know the self health condition in time by collecting the basic information and the facial image information of the user, the effect that medical equipment successfully assists a doctor in diagnosing the state of an illness of the patient and giving a treatment scheme is achieved, and the medical diagnosis is enabled.
Description
Technical Field
The embodiment of the invention relates to the technical field of medical equipment auxiliary diagnosis, in particular to a user health assessment method, device, equipment and storage medium.
Background
At present, when the free time of a patient is short, the patient cannot know the health condition of the body in time in a queuing and registering mode, usually, the patient can only measure the body temperature of the patient, and judge whether the patient is healthy according to the conditions of fever and the like, but the health evaluation can only aim at whether the patient is fever or not and cannot find other hidden diseases, so that a device for diagnosing the disease of the user to be evaluated relatively comprehensively is urgently needed, and a corresponding treatment scheme can be provided after the disease is diagnosed.
The health diagnosis devices for detecting users to be evaluated in the market at present are basically devices with relatively single functions, such as blood pressure meters, thermometers and the like, and the devices can only judge whether fever occurs or blood pressure is high or low and cannot find other hidden diseases, so that a diagnosis result can generate certain deviation, a patient cannot timely and comprehensively know the self health condition, and a doctor cannot be assisted to provide a solution for the patient's condition.
Disclosure of Invention
The embodiment of the invention provides a user health assessment method, a user health assessment device, user health assessment equipment and a storage medium, so as to help a user to be assessed to timely and comprehensively know the self health condition and assist a doctor to provide a solution for the illness state of a patient.
In a first aspect, an embodiment of the present invention provides a user health assessment method, where the method includes:
acquiring user basic information and face image information of a user to be evaluated, and determining target face features of the user to be evaluated according to the face image information;
determining health evaluation data corresponding to the user to be evaluated according to the user basic information, the target facial features and a pre-established health evaluation database, wherein electronic medical record data of a plurality of users are stored in the health evaluation database;
and displaying the health assessment data.
In a second aspect, an embodiment of the present invention further provides a user health assessment apparatus, where the apparatus includes:
the target facial feature determination module is used for acquiring user basic information and facial image information of a user to be evaluated and determining target facial features of the user to be evaluated according to the facial image information;
the health assessment data determining module is used for determining health assessment data corresponding to the user to be assessed according to the user basic information, the target facial features and a pre-established health assessment database, wherein electronic medical record data of a plurality of users are stored in the health assessment database;
and the health assessment data display module is used for displaying the health assessment data.
In a third aspect, an embodiment of the present invention further provides an electronic device, where the electronic device includes:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement a method for health assessment of a user as provided by any of the embodiments of the invention.
In a fourth aspect, an embodiment of the present invention further provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements the user health assessment method provided in any embodiment of the present invention.
According to the technical scheme of the embodiment of the invention, the target facial features of the user to be evaluated are determined according to the facial image information by collecting the user basic information and the facial image information of the user to be evaluated, so that the condition of the target facial features of the user to be evaluated can be conveniently and accurately acquired in time; the method comprises the steps that the health assessment data corresponding to a user to be assessed are determined according to user basic information, target facial features and a pre-established health assessment database, support can be provided when the health assessment data of the user to be assessed are determined, and support can be effectively provided for health assessment through electronic medical record data of a plurality of users stored in the health assessment database; the health assessment data is displayed, so that the user can know the self health condition in time, the effect that medical equipment successfully assists a doctor in diagnosing the state of an illness of the patient and giving a treatment scheme is achieved, and the medical diagnosis is enabled.
Drawings
In order to more clearly illustrate the technical solutions of the exemplary embodiments of the present invention, a brief description is given below of the drawings used in describing the embodiments. It should be clear that the described figures are only views of some of the embodiments of the invention to be described, not all, and that for a person skilled in the art, other figures can be derived from these figures without inventive effort.
Fig. 1 is a schematic flow chart illustrating a user health assessment method according to an embodiment of the present invention;
FIG. 2 is a flowchart illustrating a user health assessment method according to a second embodiment of the present invention;
FIG. 3 is a flowchart illustrating an alternative example of a method for evaluating health of a user according to a third embodiment of the present invention;
fig. 4 is a schematic structural diagram of a user health assessment apparatus according to a fourth embodiment of the present invention;
fig. 5 is a schematic structural diagram of an electronic device according to a fifth embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not limiting of the invention. It should be further noted that, for the convenience of description, only some of the structures related to the present invention are shown in the drawings, not all of the structures.
It should be further noted that, for the convenience of description, only some but not all of the relevant aspects of the present invention are shown in the drawings. Before discussing exemplary embodiments in more detail, it should be noted that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart may describe the operations (or steps) as a sequential process, many of the operations can be performed in parallel, concurrently or simultaneously. In addition, the order of the operations may be re-arranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figure. The processes may correspond to methods, functions, procedures, subroutines, and the like.
Example one
Fig. 1 is a schematic flow chart of a user health assessment method according to an embodiment of the present invention, which is applicable to a situation where a patient urgently needs to perform a relatively comprehensive disease diagnosis and a corresponding treatment plan can be given, and the method can be executed by a user health assessment apparatus, which can be implemented by software and/or hardware, and can be configured in a terminal and/or a server to implement the user health assessment method according to the embodiment of the present invention.
As shown in fig. 1, the method of the embodiment may specifically include:
s110, collecting user basic information and face image information of a user to be evaluated, and determining target face features of the user to be evaluated according to the face image information.
The user to be evaluated may be a user who needs to know the physical health condition more comprehensively. Specifically, the user to be evaluated may be a user whose body health is not abnormal but needs to be comprehensively known, or a user whose body health is abnormal and needs to be comprehensively known in time. For example, the health assessment device may guide the user to be assessed to perform health assessment detection, collect user basic information and facial image information of the user to be assessed in time, and determine a target facial feature of the user to be assessed according to the facial image information of the user to be assessed.
The user basic information may be personal related information in a personal account of the user to be evaluated. If the user to be evaluated uses the health evaluation device for health evaluation detection, a personal account corresponding to the user to be evaluated exists. When the user to be evaluated uses the health evaluation device for the first time, the acquired identity information of the user to be evaluated can be input into the health evaluation device, and the identity information of the user to be evaluated is used for automatically registering a personal account corresponding to the user to be evaluated for the user to be evaluated, so that the personal related information of the user to be evaluated can be conveniently and subsequently stored. The identity information may include information such as the name, gender, age, and identification number of the user to be evaluated.
Illustratively, the personal related information may include health assessment history information, health condition supplementary information, and the like. Specifically, the health assessment history information may be understood as health assessment data obtained by a user to be assessed performing a health assessment test using a health assessment apparatus. The health assessment history information is stored in the personal account of the user to be assessed. The health condition supplementary information may be a questionnaire survey initiated by the user to be evaluated by the health evaluation device before the health evaluation detection, the user to be evaluated may answer questions on a display device of the health evaluation device, the questions may include whether there is a medical allergy history, whether it is often staying up all night, and specific height and weight, and after the user to be evaluated completes the questionnaire survey, the health evaluation device may automatically store the content of the questionnaire survey completed by the user to be evaluated, and at this time, the content of the questionnaire survey completed by the user to be evaluated may be stored in the personal account of the user to be evaluated as the health condition supplementary information of the user to be evaluated.
In an alternative of this embodiment, the collecting user basic information of the user to be evaluated includes: the method comprises the steps that identity information of a user to be evaluated is obtained on the basis of an identity recognition device on health evaluation equipment, and user basic information of the user to be evaluated is determined according to the identity information.
The health assessment device may be understood as a device for assisting a user in health assessment, and the health assessment device may be equipped with an identification device, a shooting device, a display device, and the like.
For example, the identity recognition device may be an identity card reading device, the user to be evaluated places an identity card in a specific area or inserts the identity card into a specific identity card slot, and the identity recognition device may acquire identity information in the identity card of the user to be evaluated into the health assessment apparatus, and determine user basic information of the user to be evaluated according to the identity information. After the identity information of the user to be evaluated is successfully acquired, if the previous operation of the user to be evaluated is to place the identity card in the specific area, and after the prompt information of 'please remove the identity card' is displayed on the display device of the health evaluation equipment, the user to be evaluated can take back the identity card placed in the specific area; if the user to be evaluated inserts the identity card into the specific identity card slot in the previous operation, after the health evaluation device ejects the identity card from the identity card slot, at this time, the user to be evaluated can take back the identity card inserted into the specific identity card slot. Specifically, the display device may be a display screen on which a user to be evaluated realizes human-computer interaction through actions such as touch.
For example, the identity recognition device may be a social security card reading device, the user to be evaluated may place the social security card in a specific area or the user to be evaluated may insert the social security card into a specific social security card slot, and the identity recognition device may obtain identity information in the social security card of the user to be evaluated into the health assessment apparatus, and determine user basic information of the user to be evaluated according to the identity information. After the identity information of the user to be evaluated is successfully acquired, if the previous operation of the user to be evaluated is to place the social security card in the specific area, after the display device of the health evaluation device displays the prompt message of 'please remove the social security card', at this moment, the user to be evaluated can take back the social security card placed in the specific area; if the previous operation of the user to be evaluated is to insert the social security card into the specific social security card slot, after the health evaluation device ejects the social security card from the social security card slot, at this time, the user to be evaluated can take back the social security card inserted into the specific social security card slot.
The identity recognition device can also be an electronic certificate scanning device, the user to be evaluated can align the electronic certificate in the mobile terminal to a scanning window of the electronic certificate scanning device of the health evaluation equipment, the electronic certificate scanning device can scan the electronic certificate, the electronic certificate scanning device can acquire identity information in the electronic certificate of the user to be evaluated into the health evaluation equipment, and the user basic information of the user to be evaluated is determined according to the identity information.
For example, the identity recognition device may also be a face recognition device, the user to be evaluated may aim the face at the face recognition device of the health assessment apparatus, the face recognition device may recognize identity information of the user to be evaluated, the face recognition device may acquire the identity information of the user to be evaluated into the health assessment apparatus, and the user basic information of the user to be evaluated is determined according to the identity information.
In this embodiment, the problem of obtaining the identity information of the user to be evaluated is solved based on the identity recognition device on the health evaluation device, and the user basic information of the user to be evaluated is determined according to the identity information.
The facial image information may be understood as image information of the face of the user to be evaluated, which is acquired by a shooting device of the health evaluation equipment. Specifically, the face image information may be an image or a moving video image. If the acquired face image information of the user to be evaluated is a dynamic video image, each image frame in the dynamic video image needs to be extracted, an image frame containing the acquisition guidance action is found from each image frame, and the image frame containing the acquisition guidance action is extracted.
The target facial features can comprise skin color features and facial morphology features of five sense organs, and the target facial features of the user to be evaluated can be determined according to the facial image information of the user to be evaluated.
For example, if the user to be evaluated is in a hospital scene, due to too many queuing personnel, the user to be evaluated may first acquire user basic information and facial image information of the user to be evaluated through the health evaluation device, so as to determine a target facial feature of the user to be evaluated according to the user basic information and facial image information of the user to be evaluated.
And S120, determining health assessment data corresponding to the user to be assessed according to the user basic information, the target facial features and a pre-established health assessment database, wherein electronic medical record data of a plurality of users are stored in the health assessment database.
The health assessment database can be a database in which a plurality of electronic medical record data are stored, and the health assessment database can store electronic medical record data of historical users, electronic medical record data authorized by hospital networking, electronic medical record data uploaded to the health assessment database manually and the like. The electronic medical record data can be an electronic version of medical record data that can be stored in a health assessment database.
Illustratively, if the user completes the health assessment, the health assessment data of the user is automatically stored in a health assessment database in the form of electronic medical record data; if networking with a hospital or a health place is performed, internal sharing of data and data is achieved, and at the moment, electronic medical record data of historical patients in the hospital or the health place can achieve the effect of enriching a health assessment database; if medical record data are obtained through questionnaires and other modes, the medical record data can be organized into electronic medical record data and manually uploaded to a health assessment database.
The health evaluation data may include a related disease condition type and a disease condition severity corresponding to the related disease condition type. Specifically, the related disease category may be understood as a disease category which may possibly get ill according to the target facial feature analysis of the user to be evaluated. The severity of the condition may be understood as a specific probability of acquiring the condition, and the severity of the condition may be expressed as a percentage.
For example, if the target facial features of the user to be evaluated are compared with a pre-established health evaluation database, the health evaluation device may score the target facial features, and analyze the related disease condition and the disease condition severity corresponding to the related disease condition according to the score of the target facial features.
And S130, displaying the health assessment data.
Illustratively, the display equipment of the health assessment device displays the health assessment data of the user to be assessed, and at this time, the user to be assessed can be called as a historical user or can also be called as a user who completes the assessment. The health assessment device can automatically store the health assessment data of the assessment user in the health assessment database, so that the health assessment database can be enriched.
Optionally, the evaluation user may view the displayed health evaluation data on the display device of the health distribution evaluation device, and may use the terminal device to scan the two-dimensional code on the display device of the health distribution evaluation device by using the terminal device of the user after clicking the guidance key of the word, such as "acquire health evaluation data", if the evaluation user needs to store the health evaluation data. Specifically, the two-dimensional code may correspond to an information platform of the health assessment device, and a user who completes the assessment may acquire health assessment data under a personal account by paying attention to the information platform of the health assessment device; the two-dimension code can also be directly an electronic document of the health assessment data, and after the assessment user passes the safety verification, the electronic document of the health assessment data can be stored in the terminal equipment of the user. The safety verification can be understood as protecting the personal privacy of the user who completes the evaluation, if the user who completes the evaluation forgets to quit the interface for acquiring the health evaluation data after acquiring the self health evaluation data, and selects to directly leave, the safety verification can avoid the situation that the health evaluation data of the user who completes the evaluation are acquired by other people.
Optionally, the health assessment data of the user to be assessed is displayed on the display equipment of the health assessment device, and at this time, the user to be assessed may be referred to as a history user or may also be referred to as a user who completes the assessment. The health assessment equipment can automatically store the health assessment data of the user who completes the assessment in the electronic file corresponding to the user who completes the assessment, a doctor can check the electronic file related to the patient on a display of the terminal equipment by inputting the identity information of the patient on the terminal equipment or directly placing the identity card or the social security card of the patient on the reading device, if the patient uses the health assessment equipment for health assessment before, the health assessment data corresponding to the patient can be checked on the display of the terminal equipment, the health assessment data can display the percentages of different disease conditions, and then the doctor is assisted to diagnose the disease condition of the patient and provide a treatment scheme suitable for the patient.
In an alternative of this embodiment, the method further includes:
and correspondingly storing the health evaluation data and the identity information of the user to be evaluated so as to check the health evaluation data of the user to be evaluated according to the identity information of the user to be evaluated.
Illustratively, the health assessment data of the user to be assessed and the identity information of the user to be assessed are both stored in the personal account of the user to be assessed, so that the health assessment data and the identity information of the user to be assessed are correspondingly stored, and the effect of checking the health assessment data of the user to be assessed according to the identity information of the user to be assessed can be achieved.
According to the technical scheme of the embodiment of the invention, the target facial features of the user to be evaluated are determined according to the facial image information by collecting the user basic information and the facial image information of the user to be evaluated, so that the condition of the target facial features of the user to be evaluated can be conveniently and accurately acquired in time; the method comprises the steps that the health assessment data corresponding to a user to be assessed are determined according to user basic information, target facial features and a pre-established health assessment database, support can be provided when the health assessment data of the user to be assessed are determined, and support can be effectively provided for health assessment through electronic medical record data of a plurality of users stored in the health assessment database; the health assessment data is displayed, so that the user can know the self health condition in time, the effect that medical equipment successfully assists a doctor in diagnosing the state of an illness of the patient and giving a treatment scheme is achieved, and the medical diagnosis is enabled.
Example two
Fig. 2 is a schematic flow chart of a user health assessment method according to a second embodiment of the present invention, where on the basis of any optional technical solution in the second embodiment of the present invention, optionally, the user health assessment method further includes: when a trigger instruction for starting health assessment of a user to be assessed is received, displaying information acquisition guidance information on a display device of the health assessment equipment; based on a shooting device arranged on the health assessment equipment, facial image information of a user to be assessed under the collection guidance action is collected.
On the basis of each optional technical scheme in the embodiment of the invention, optionally, a face image of the user to be evaluated is extracted according to the face image information; carrying out skin color detection on the face of the user to be evaluated according to the face image to obtain skin color characteristics of the user to be evaluated; performing morphological processing on the face image to obtain the facial feature of the user to be evaluated
And S210, when a trigger instruction for starting the health assessment of the user to be assessed is received, displaying information acquisition guidance information on a display device of the health assessment equipment.
The trigger instruction may be a specific action completed by the user, and specifically, the specific action completed by the user may be used as a trigger instruction for starting the health assessment device to perform health assessment on the user to be assessed. The specific action can be that the user clicks a preset guide key in a display device of the health assessment device by clicking, and can be that the user reads the content prompted in the display device of the health assessment device aloud; the specific action may also be that when the user stays in front of the health assessment apparatus for more than a preset stay time threshold, the health assessment apparatus may automatically start the health assessment apparatus to perform health assessment on the user to be assessed.
The information collection guidance information may be an information set in which a plurality of collection guidance actions are stored.
Illustratively, when a trigger instruction for starting the health assessment of the user to be assessed is received, a face-shaped dotted line frame for guiding the user to be assessed appears on a display device of the health assessment apparatus, and the user to be assessed can complete each acquisition guidance action according to the information acquisition guidance information displayed on the display device by placing the face in the face-shaped dotted line frame.
In an alternative of this embodiment, before the acquiring the facial image information of the user to be evaluated under the acquisition guidance action, the method further includes:
displaying information acquisition guidance information on a display device of the health assessment equipment, wherein the information acquisition guidance information comprises at least one acquisition guidance action.
Illustratively, the user to be evaluated can simulate each collection guidance action according to the information collection guidance information displayed on the display device of the health evaluation device, so as to achieve the effect of completing the task of the specified action. The health assessment can be divided into two assessment grades of basic health assessment and deep health assessment, the assessment grades selected by users to be assessed are different, and information acquisition guidance information displayed on a display device of corresponding health assessment equipment is different.
Optionally, if the user to be evaluated selects the basic health evaluation, the information acquisition guidance information displayed on the display device of the health evaluation device may be a basic acquisition guidance action, and the basic acquisition guidance action has the characteristics of a small number of actions, simple action content, short total health evaluation time and the like, so that the basic acquisition guidance action can satisfy the user to be evaluated who has insufficient time and needs to simply know the physical health.
Optionally, if the user to be evaluated selects deep health evaluation, the information acquisition guidance information displayed on the display device of the health evaluation device may be a deep acquisition guidance action, and the deep acquisition guidance action has the characteristics of a large number of actions, rich action content, long total health evaluation time and the like, so that the deep acquisition guidance action can satisfy the user to be evaluated who has abundant time and needs to know the body health in detail.
Illustratively, the specific action pattern and the specific action number in the basic collection guidance action and the deep collection guidance action may be changed, and specifically, when the basic collection guidance action needs to be updated or upgraded, the specific action pattern and the specific action number in the basic collection guidance action may be changed; when the deep collection guidance action needs to be updated or upgraded, the specific action style and the specific action number in the deep collection guidance action can be changed.
In this embodiment, the health assessment apparatus may select the basic health assessment by default for the user to be assessed, and if the user to be assessed needs the deep health assessment, the deep health assessment may be performed after the basic health assessment is completed, and the user to be assessed may also directly select the deep health assessment.
In this embodiment, before the information acquisition guidance information is displayed on the display device of the health assessment apparatus, actions such as uncapping and glasses removing may be further included, specifically, a prompt about uncapping and glasses removing may be displayed on the display device of the health assessment apparatus, after the health assessment is triggered to be started, a user to be assessed may complete the actions such as uncapping and glasses removing according to the prompt about uncapping and glasses removing displayed on the display device, so that the health assessment apparatus may more comprehensively acquire facial image information of the user to be assessed under the acquisition guidance action, and therefore, the facial image information of the user to be assessed acquired by the health assessment apparatus may be more accurate.
It should be noted that before the health assessment check, if the user to be assessed performs makeup dressing on the face, or the user to be assessed applies paint on the face, or the like, health assessment data may be affected to some extent.
Wherein the acquisition guidance action includes at least one of tongue extension, eye opening, left-handed rotation, right-handed rotation, head shaking, and head nodding.
Wherein the acquisition guidance actions may include extending the tongue, opening the eyes, turning the head to the left, turning the head to the right, shaking the head, and nodding the head, and the acquisition guidance actions may further include basic actions such as looking forward, opening the mouth, blinking, eyes looking left, and eyes looking right.
For example, if the user to be evaluated selects the basic health evaluation, the information collection guidance information displayed on the display device of the health evaluation apparatus may be a basic collection guidance action. Specifically, the basic acquisition guidance actions may include looking forward, tongue out, shaking head, nodding head, and the like.
For example, if the user to be evaluated selects a deep health evaluation, the information collection guidance information presented on the display device of the health evaluation apparatus may be a deep collection guidance action. In particular, the depth acquisition guidance actions may include extending the tongue, opening the eyes, turning left, turning right, shaking the head, nodding the head, looking forward, opening the mouth, blinking, looking left, and looking right, among other actions.
For example, when the health assessment apparatus receives a trigger instruction for health assessment of a user to be assessed, information collection guidance information may be presented for the user to be assessed on a display device of the health assessment apparatus.
And S220, acquiring facial image information of the user to be evaluated under the acquisition guidance action based on the shooting device arranged on the health evaluation equipment.
Wherein, the shooting device can be a device which is installed on the health assessment equipment and has the function of shooting images. The shooting device can store the acquired facial image information of the user to be evaluated and provides support for extracting the facial image of the user to be evaluated according to the facial image information. Specifically, the acquired face image information of the user to be evaluated may be an image or a dynamic video image.
The facial image information may be image information acquired by aiming at the face of the user to be evaluated, specifically, the shooting device on the health evaluation device may acquire the facial image information of the user to be evaluated under the acquisition guidance action, and the acquired facial image information may have non-facial image information, such as interference elements like clothes and earrings, so that a face image extraction operation needs to be performed on the facial image information of the user to be evaluated.
And S230, extracting the face image of the user to be evaluated according to the face image information.
The human face image can be understood as image information of a human face part left after interference image information is removed. In particular, in order to segment the face region from the non-face region, a reliable skin color model suitable for different skin colors and different lighting conditions needs to be used. There are many color spaces for skin color detection, such as RGB, YCbCr, and HSI. The color space can be used as one of the choices for face detection, because the influence of brightness change is small, the skin color distribution area can be limited well, and the skin color clustering characteristic is good.
Exemplarily, the minimum bounding rectangle of the binary image can be obtained by positioning the face region of the face image information and analyzing the connected region, namely the face region. Further, the face region can be extracted based on a front face contour extraction method, so that a face image of the user to be evaluated is obtained.
In this example, if the obtained facial image information of the user to be evaluated is a dynamic video image, each image frame in the dynamic video image may be extracted first, the image frame including the acquisition guidance action is found from each image frame, the image frame including the acquisition guidance action is extracted as a target image frame, and then the facial image of the user to be evaluated is extracted according to the target image frame. The image frames do not contain the image frames of the acquisition guidance actions, facial feature extraction is not needed, and the effects of higher processing speed and higher processing efficiency can be achieved.
S240, carrying out skin color detection on the face of the user to be evaluated according to the face image to obtain skin color characteristics of the user to be evaluated.
Wherein the skin tone detection may include a base skin tone detection and a depth skin tone detection.
Wherein the skin tone features may include a base skin tone feature and a depth skin tone feature. In particular, the base skin color feature may be a complexion state of the user to be evaluated, which may have different states of tragic whiteness, ceruleous yellowness, ruddy, and the like. The deep skin tone features may be the complexion and facial skin condition of the user being evaluated, which may have different states such as tragic white, cerotic yellow, ruddy, pockmarks, wrinkles, and scars.
Illustratively, if the user to be evaluated selects the basic health evaluation, the basic skin color detection is performed on the face of the user to be evaluated, so that the basic skin color feature of the user to be evaluated can be obtained; if the user to be evaluated selects the deep health evaluation, the face of the user to be evaluated is subjected to deep skin color detection, and the deep skin color feature of the user to be evaluated can be obtained.
And S250, performing morphological processing on the face image to obtain the facial feature of the user to be evaluated.
The morphological processing may be understood as a morphological operation of extracting an image component from the face image that is significant for determining the morphological feature of the five sense organs of the user to be evaluated, and the structural element is applied to the face image to generate an output image, so as to obtain the morphological feature of the five sense organs of the user to be evaluated. The morphological processing may enable subsequent facial image recognition to capture shape features of the five sense organs, such as boundaries and connected regions, in the face of the user to be assessed. The morphological operations may include erosion, dilation, opening, closing, and the like, and may perform image smoothing, image enhancement, and image segmentation on the image.
Wherein the morphological characteristics of the five sense organs can include morphological characteristics of the basic five sense organs and morphological characteristics of the deep five sense organs
The basic facial feature may be the tongue condition of the user to be evaluated, and the tongue condition may include tongue coating color, tongue coating number and tongue coating distribution.
Wherein the deep five sense organ morphological characteristics may be states of ears, eyes, nose, lips and tongue of the user to be evaluated, and the states of ears, eyes, nose, lips and tongue may include external auricle morphology, orbital depression degree, pupil condition, eye white color, red blood streak condition, eye position, nose position, lip color, mouth position, tongue fur color, tongue fur number and tongue fur distribution.
In this embodiment, the basic acquisition guidance action may include actions of looking ahead, extending out the tongue, shaking the head, nodding the head, and the like, and the basic acquisition guidance action may help a shooting device of the health assessment apparatus to smoothly acquire information such as a basic skin color feature and a basic facial feature of a user to be assessed.
In this embodiment, the depth acquisition guidance actions may include the actions of extending the tongue, opening the eyes, turning the head to the left, turning the head to the right, shaking the head, nodding the head, looking forward, opening the mouth, blinking, looking left and looking right, etc. The method can help a shooting device of the health assessment equipment to smoothly acquire information such as the deep complexion characteristic and the deep five sense organs morphological characteristic of a user to be assessed.
S260, determining health assessment data corresponding to the user to be assessed according to the user basic information, the skin color feature, the facial feature and the pre-established health assessment database, wherein electronic medical record data of a plurality of users are stored in the health assessment database.
And S270, displaying the health assessment data.
According to the technical scheme, the facial image information of the user to be evaluated is collected through the camera, the artificial intelligence algorithm is used for being matched with the large case database to obtain the relevant state of an illness, the severity of the state of the illness can be known to the user to be evaluated in percentage mode at the first time, meanwhile, the doctor can guide the corresponding medical solution, the problem that the user cannot timely know the health condition of the user is solved, and the effects that medical equipment successfully assists the doctor in diagnosing the state of the illness and providing a treatment scheme for the patient are achieved.
EXAMPLE III
Fig. 3 is a flowchart illustrating an alternative example of a user health assessment method according to a third embodiment of the present invention. Taking a case where the user to be evaluated is a patient of a hospital as an example, as shown in fig. 3, the user health evaluation method may include:
the health assessment equipment can accurately know the hidden state of an illness of a patient, acquire the portrait and the photo through the camera, obtain the relevant state of an illness by utilizing an artificial intelligence algorithm in cooperation with a large case database, inform the severity of the state of an illness in a percentage mode, enable the patient to know the state of the illness at the first time, and guide a corresponding medical solution to a doctor.
When the patient faces the camera, according to prompts given by the system, such as left-right shaking, tongue stretching and the like, the patient makes corresponding actions according to the prompts, the health assessment equipment takes and stores pictures according to each action, and after the health assessment equipment stores the pictures, the display screen prompts the user to 'analyze and please later'.
The health assessment equipment performs big data analysis according to the picture of the patient, combines the medical records of the patient, performs combined analysis on the medical condition to obtain the detailed illness state of the patient, and displays the detailed illness state to a screen for the patient to browse.
And detecting skin color, wherein various color spaces are adopted in skin color detection, including common color spaces such as RGB, HSV, YUV, YCbCr, normalized RGB and the like, and some more unique color spaces.
Through morphological processing, it can be seen from the skin color detection result that many non-skin color spots and blocks exist in the candidate face region detected in the image. The human face is caused by misjudgment of skin color points, and non-skin color areas such as eyes and lips exist in the human face. In order to solve the problem, a morphological method is adopted to process the skin color detection result image.
And screening the face area, performing connected marking on the skin color area obtained after skin color detection, simultaneously recording the boundary value and the number of skin color points of the connected area, and then screening each connected area to remove the non-face area.
Contour extraction, namely, for each pixel point in the image, if the pixel point is black and all the pixel points in eight neighborhoods of the image are black, setting the pixel point to be white; the remaining points are unchanged.
The doctor analyzes the disease percentage again to obtain the final treatment scheme.
The technical scheme of this embodiment, can be more accurate know the hidden state of an illness that the patient exists through health assessment equipment, gather portrait and photo through the camera, utilize artificial intelligence algorithm cooperation case big database, obtain relevant state of an illness, and inform severity with the percentage form, make the patient know the state of an illness of oneself very first time, and guide corresponding doctor to see a doctor and solve the scheme, solved the user and can't in time know self health condition problem, reached medical equipment and succeeded in assisting the doctor and carry out the diagnosis of an illness and give the effect of treatment for the patient.
Example four
Fig. 4 is a schematic structural diagram of a user health assessment apparatus according to a fourth embodiment of the present invention, where the user health assessment apparatus according to the fourth embodiment of the present invention may be implemented by software and/or hardware, and may be configured in a terminal and/or a server to implement the user health assessment method according to the fourth embodiment of the present invention. The device may specifically comprise: a target facial feature determination module 410, a health assessment data determination module 420, and a health assessment data presentation module 430.
The target facial feature determination module 410 is configured to collect user basic information and facial image information of a user to be evaluated, and determine a target facial feature of the user to be evaluated according to the facial image information; a health assessment data determining module 420, configured to determine health assessment data corresponding to the user to be assessed according to the user basic information, the target facial features, and a pre-established health assessment database, where electronic medical record data of multiple users are stored in the health assessment database; and a health assessment data display module 430 for displaying the health assessment data.
According to the technical scheme of the embodiment of the invention, the target facial features of the user to be evaluated are determined according to the facial image information by collecting the user basic information and the facial image information of the user to be evaluated, so that the condition of the target facial features of the user to be evaluated can be conveniently and accurately acquired in time; the method comprises the steps that the health assessment data corresponding to a user to be assessed are determined according to user basic information, target facial features and a pre-established health assessment database, support can be provided when the health assessment data of the user to be assessed are determined, and support can be effectively provided for health assessment through electronic medical record data of a plurality of users stored in the health assessment database; the health assessment data is displayed, so that the user can know the self health condition in time, the effect that medical equipment successfully assists a doctor in diagnosing the state of an illness of the patient and giving a treatment scheme is achieved, and the medical diagnosis is enabled.
On the basis of any optional technical solution in the embodiment of the present invention, optionally, the target facial feature determination module may be configured to:
based on a shooting device arranged on the health assessment equipment, facial image information of a user to be assessed is collected under a collection guiding action, wherein the collection guiding action comprises at least one of tongue stretching, eyes opening, head turning to the left side, head turning to the right side, head shaking and head nodding.
On the basis of any optional technical solution in the embodiment of the present invention, optionally, before the collecting facial image information of the user to be evaluated under the collecting guidance action, the user health evaluation apparatus further includes:
the information acquisition guidance information display module is used for displaying information acquisition guidance information on a display device of the health assessment equipment, wherein the information acquisition guidance information comprises at least one acquisition guidance action.
On the basis of any optional technical scheme in the embodiment of the present invention, optionally, the displaying information acquisition guidance information includes:
and when a trigger instruction for starting the health assessment of the user to be assessed is received, displaying information acquisition guidance information on a display device of the health assessment equipment.
On the basis of any optional technical solution in the embodiment of the present invention, optionally, the target facial features include skin color features and facial feature morphological features; the target facial feature determination module may be to:
extracting a face image of the user to be evaluated according to the face image information;
carrying out skin color detection on the face of the user to be evaluated according to the face image to obtain skin color characteristics of the user to be evaluated;
and carrying out morphological processing on the face image to obtain the facial feature of the user to be evaluated.
On the basis of any optional technical solution in the embodiment of the present invention, optionally, the target facial feature determination module may be configured to:
the method comprises the steps that identity information of a user to be evaluated is obtained on the basis of an identity recognition device on health evaluation equipment, and user basic information of the user to be evaluated is determined according to the identity information.
On the basis of any optional technical solution in the embodiment of the present invention, optionally, the user health assessment apparatus further includes:
and the information storage module is used for correspondingly storing the health assessment data and the identity information of the user to be assessed so as to check the health assessment data of the user to be assessed according to the identity information of the user to be assessed.
The user health assessment device can execute the user health assessment method provided by any embodiment of the invention, and has corresponding functional modules and beneficial effects for executing the user health assessment method.
EXAMPLE five
Fig. 5 is a schematic structural diagram of an electronic device according to a sixth embodiment of the present invention. FIG. 5 illustrates a block diagram of an exemplary electronic device 12 suitable for use in implementing embodiments of the present invention. The electronic device 12 shown in fig. 5 is only an example and should not bring any limitation to the function and the scope of use of the embodiment of the present invention.
As shown in FIG. 5, electronic device 12 is embodied in the form of a general purpose computing device. The components of electronic device 12 may include, but are not limited to: one or more processors or processing units 16, a system memory 28, and a bus 18 that couples various system components including the system memory 28 and the processing unit 16.
Electronic device 12 typically includes a variety of computer system readable media. Such media may be any available media that is accessible by electronic device 12 and includes both volatile and nonvolatile media, removable and non-removable media.
The system memory 28 may include computer system readable media in the form of volatile memory, such as Random Access Memory (RAM)30 and/or cache memory 32. The electronic device 12 may further include other removable/non-removable, volatile/nonvolatile computer system storage media. By way of example only, storage system 34 may be used to read from and write to non-removable, nonvolatile magnetic media (not shown in FIG. 5, and commonly referred to as a "hard drive"). Although not shown in FIG. 5, a magnetic disk drive for reading from and writing to a removable, nonvolatile magnetic disk (e.g., a "floppy disk") and an optical disk drive for reading from or writing to a removable, nonvolatile optical disk (e.g., a CD-ROM, DVD-ROM, or other optical media) may be provided. In these cases, each drive may be connected to bus 18 by one or more data media interfaces. System memory 28 may include at least one program product having a set (e.g., at least one) of program modules that are configured to carry out the functions of embodiments of the invention.
A program/utility 40 having a set (at least one) of program modules 42 may be stored, for example, in system memory 28, such program modules 42 including, but not limited to, an operating system, one or more application programs, other program modules, and program data, each of which examples or some combination thereof may comprise an implementation of a network environment. Program modules 42 generally carry out the functions and/or methodologies of the described embodiments of the invention.
Electronic device 12 may also communicate with one or more external devices 14 (e.g., keyboard, pointing device, display 24, etc.), with one or more devices that enable a user to interact with electronic device 12, and/or with any devices (e.g., network card, modem, etc.) that enable electronic device 12 to communicate with one or more other computing devices. Such communication may be through an input/output (I/O) interface 22. Also, the electronic device 12 may communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network, such as the Internet) via the network adapter 20. As shown in FIG. 5, the network adapter 20 communicates with the other modules of the electronic device 12 via the bus 18. It should be appreciated that although not shown in FIG. 5, other hardware and/or software modules may be used in conjunction with electronic device 12, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems, among others.
The processing unit 16 executes various functional applications and data processing by executing programs stored in the system memory 28, for example, to implement a user health assessment method provided by the present embodiment.
EXAMPLE six
An embodiment of the present invention further provides a storage medium containing computer-executable instructions, which when executed by a computer processor, perform a method for health assessment of a user, the method including: acquiring user basic information and face image information of a user to be evaluated, and determining target face features of the user to be evaluated according to the face image information; determining health evaluation data corresponding to the user to be evaluated according to the user basic information, the target facial features and a pre-established health evaluation database, wherein electronic medical record data of a plurality of users are stored in the health evaluation database; and displaying the health assessment data.
Computer storage media for embodiments of the invention may employ any combination of one or more computer-readable media. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Computer program code for carrying out operations for embodiments of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + + or the like and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles employed. It will be understood by those skilled in the art that the present invention is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.
Claims (10)
1. A method for assessing the health of a user, comprising:
acquiring user basic information and face image information of a user to be evaluated, and determining target face features of the user to be evaluated according to the face image information;
determining health evaluation data corresponding to the user to be evaluated according to the user basic information, the target facial features and a pre-established health evaluation database, wherein electronic medical record data of a plurality of users are stored in the health evaluation database;
and displaying the health assessment data.
2. The method according to claim 1, wherein the collecting facial image information of the user to be evaluated comprises:
based on a shooting device arranged on the health assessment equipment, facial image information of a user to be assessed is collected under a collection guiding action, wherein the collection guiding action comprises at least one of tongue stretching, eyes opening, head turning to the left side, head turning to the right side, head shaking and head nodding.
3. The method according to claim 2, wherein before the collecting the facial image information of the user to be evaluated under the collecting guidance action, the method further comprises:
displaying information acquisition guidance information on a display device of the health assessment equipment, wherein the information acquisition guidance information comprises at least one acquisition guidance action.
4. The method of claim 3, wherein the presenting information collection guidance information comprises:
and when a trigger instruction for starting the health assessment of the user to be assessed is received, displaying information acquisition guidance information on a display device of the health assessment equipment.
5. The method of claim 1, wherein the target facial features include skin tone features and facial feature morphology features; the determining the target facial features of the user to be evaluated according to the facial image information includes:
extracting a face image of the user to be evaluated according to the face image information;
carrying out skin color detection on the face of the user to be evaluated according to the face image to obtain skin color characteristics of the user to be evaluated;
and carrying out morphological processing on the face image to obtain the facial feature of the user to be evaluated.
6. The method according to claim 1, wherein the collecting user basic information of the user to be evaluated comprises:
the method comprises the steps that identity information of a user to be evaluated is obtained on the basis of an identity recognition device on health evaluation equipment, and user basic information of the user to be evaluated is determined according to the identity information.
7. The method of claim 6, further comprising:
and correspondingly storing the health evaluation data and the identity information of the user to be evaluated so as to check the health evaluation data of the user to be evaluated according to the identity information of the user to be evaluated.
8. A user health assessment apparatus, comprising:
the target facial feature determination module is used for acquiring user basic information and facial image information of a user to be evaluated and determining target facial features of the user to be evaluated according to the facial image information;
the health assessment data determining module is used for determining health assessment data corresponding to the user to be assessed according to the user basic information, the target facial features and a pre-established health assessment database, wherein electronic medical record data of a plurality of users are stored in the health assessment database;
and the health assessment data display module is used for displaying the health assessment data.
9. An electronic device, characterized in that the electronic device comprises:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the user health assessment method of any of claims 1-7.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out a method for health assessment of a user according to any one of claims 1 to 7.
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| CN116503289A (en) * | 2023-06-20 | 2023-07-28 | 北京天工异彩影视科技有限公司 | Visual special effect application processing method and system |
| CN116503289B (en) * | 2023-06-20 | 2024-01-09 | 北京天工异彩影视科技有限公司 | Visual special effect application processing method and system |
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