CN110456976B

CN110456976B - Method and device for processing inspection sheet, storage medium and electronic device

Info

Publication number: CN110456976B
Application number: CN201910691511.5A
Authority: CN
Inventors: 郝博; 赵静
Original assignee: Tencent Technology Shenzhen Co Ltd
Current assignee: Tencent Technology Shenzhen Co Ltd
Priority date: 2019-07-29
Filing date: 2019-07-29
Publication date: 2023-07-18
Anticipated expiration: 2039-07-29
Also published as: CN110456976A

Abstract

The invention discloses a method and a device for processing a test sheet, a storage medium and an electronic device. Wherein the method comprises the following steps: acquiring a target inspection list to be uploaded on a target application; uploading a target inspection list to a target server through a target application; acquiring first test items sent by a target server, wherein the first test items are intersections between a plurality of target test items detected by the target server from a target test sheet and a group of test items corresponding to a first test sheet in a preset test sheet set, and the intersections between the group of test items corresponding to the first test sheet and the plurality of target test items are larger than intersections between a group of test items corresponding to other test sheets except the first test sheet in the test sheet set and the plurality of target test items; the method includes displaying a first inspection item on the target application, wherein the first inspection item is configured to be allowed to be touched to display first information corresponding to the first inspection item on the target application.

Description

Method and device for processing inspection sheet, storage medium and electronic device

Technical Field

The present invention relates to the field of computers, and in particular, to a method and apparatus for processing a test sheet, a storage medium, and an electronic apparatus.

Background

Currently, for medical laboratory sheets, the laboratory sheet recognition is generally performed by performing OCR (Optical Character Recognition ) recognition on a laboratory sheet picture and then directly matching the entry of the test item therein. However, in the above-described method for processing the test item, there are cases in which the test item is repeatedly recognized, the recognition is erroneous, and different expressions of the same test item cannot be recognized, and thus, there is a problem in that the accuracy of the test item recognition is low.

Therefore, the method for processing the inspection sheet in the related art has the problem of low accuracy of identifying the inspection item.

Disclosure of Invention

The embodiment of the invention provides a method and a device for processing a test list, a storage medium and an electronic device, which at least solve the technical problem that the test item identification accuracy is low in a test list processing mode in the related technology.

According to an aspect of the embodiment of the present invention, there is provided a method for processing a test sheet, including: acquiring a target inspection list to be uploaded on a target application; uploading a target inspection list to a target server through a target application; acquiring first test items sent by a target server, wherein the first test items are intersections between a plurality of target test items detected by the target server from a target test sheet and a group of test items corresponding to a first test sheet in a preset test sheet set, and the intersections between the group of test items corresponding to the first test sheet and the plurality of target test items are larger than intersections between a group of test items corresponding to other test sheets except the first test sheet in the test sheet set and the plurality of target test items; the method includes displaying a first inspection item on the target application, wherein the first inspection item is configured to be allowed to be touched to display first information corresponding to the first inspection item on the target application.

According to another aspect of the embodiment of the present invention, there is also provided a method for processing a test sheet, including: acquiring a target inspection sheet uploaded by a target application; detecting a plurality of target test items from a target test sheet; acquiring a first test item in a plurality of target test items, wherein the first test item is an intersection between the plurality of target test items and a group of test items corresponding to a first test sheet in a preset test sheet set, and the intersection between the group of test items corresponding to the first test sheet and the plurality of target test items is larger than the intersection between a group of test items corresponding to other test sheets except the first test sheet in the test sheet set and the plurality of target test items; the first verification term is sent to the target application.

According to still another aspect of the embodiment of the present invention, there is also provided a test sheet processing apparatus including: the first acquisition unit is used for acquiring a target inspection sheet to be uploaded on a target application; the uploading unit is used for uploading the target inspection list to the target server through the target application; a second acquisition unit configured to acquire a first test item transmitted from a target server, where the first test item is an intersection between a plurality of target test items detected by the target server from a target test sheet and a group of test items corresponding to a first test sheet in a predetermined test sheet set, and an intersection between a group of test items corresponding to the first test sheet and the plurality of target test items is larger than an intersection between a group of test items corresponding to other test sheets other than the first test sheet in the test sheet set; and a first display unit for displaying a first check item on the target application, wherein the first check item is set to allow to be touched to display first information corresponding to the first check item on the target application.

According to still another aspect of the embodiment of the present invention, there is also provided a test sheet processing apparatus including: a fourth obtaining unit, configured to obtain a target inspection sheet uploaded by the target application; a third inspection unit for detecting a plurality of target inspection items from the target inspection sheet; a fifth acquisition unit configured to acquire a first test item of the plurality of target test items, wherein the first test item is an intersection between the plurality of target test items and a group of test items corresponding to a first test order of a predetermined test sheet set, and an intersection between the group of test items corresponding to the first test order and the plurality of target test items is larger than an intersection between a group of test items corresponding to other test sheets other than the first test order of the test sheet set and the plurality of target test items; and the first sending unit is used for sending the first check item to the target application.

According to a further aspect of embodiments of the present invention, there is also provided a storage medium storing a computer program arranged to perform the method described above when run.

According to another aspect of the embodiments of the present invention, there is also provided an electronic device comprising a memory, a processor, the memory storing a computer program, the processor being arranged to perform the method described above by means of the computer program.

In the embodiment of the invention, a mode of filtering the identification result of the inspection items is adopted, the target server detects a plurality of target inspection items from the target inspection items uploaded by the target application, acquires the intersection between a group of inspection items corresponding to a first inspection item in a preset inspection item set in the plurality of target inspection items, obtains the first inspection item, displays the first inspection item which is the inspection item with the largest intersection between the corresponding group of inspection items and the plurality of target inspection items (the intersection contains the largest number of inspection items) and is set to allow touch control to display the first inspection item of first information corresponding to the first inspection item on the target application through the target application, and can improve the accuracy of the identification result of the inspection item detected from the target inspection item by using the group of inspection item corresponding to the preset inspection item.

Drawings

The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiments of the invention and together with the description serve to explain the invention and do not constitute a limitation on the invention. In the drawings:

FIG. 1 is a schematic illustration of an application environment of a method of checklist handling in accordance with an embodiment of the present invention;

FIG. 2 is a flow chart of an alternative method of checklist handling in accordance with an embodiment of the present invention;

FIG. 3 is a schematic diagram of an alternative method of checklist handling in accordance with an embodiment of the present invention;

FIG. 4 is a schematic diagram of another alternative method of checklist handling in accordance with an embodiment of the present invention;

FIG. 5 is a schematic illustration of yet another alternative method of checklist handling in accordance with an embodiment of the present invention;

FIG. 6 is a flow chart of another alternative method of checklist handling in accordance with an embodiment of the present invention;

FIG. 7 is a schematic illustration of yet another alternative method of checklist handling in accordance with an embodiment of the present invention;

FIG. 8 is a flow chart of yet another alternative method of checklist handling in accordance with an embodiment of the present invention;

FIG. 9 is a schematic diagram of an alternative specimen processing device in accordance with an embodiment of the present invention;

FIG. 10 is a schematic view of another alternative specimen processing device in accordance with an embodiment of the present invention;

fig. 11 is a schematic structural view of an alternative electronic device according to an embodiment of the present invention.

Detailed Description

In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present invention without making any inventive effort, shall fall within the scope of the present invention.

It should be noted that the terms "first," "second," and the like in the description and the claims of the present invention and the above figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.

According to an aspect of an embodiment of the present invention, there is provided a method of processing a test sheet. Alternatively, the above-described inspection sheet processing method may be applied, but not limited to, in an application environment as shown in fig. 1. As shown in fig. 1, a target application is running on a terminal device 102. Terminal device 102 may be coupled to server 106 via network 104, and server 106 may be a background server for the target application.

The terminal device 102 acquires a target inspection sheet to be uploaded on the target application, and uploads the target inspection sheet to the server 106 via the network 104 through the target application.

The server 106 obtains the target inspection items uploaded by the target application, detects a plurality of target inspection items from the target inspection items, obtains a first inspection item of the plurality of target inspection items, wherein the first inspection item is an intersection between the plurality of target inspection items and a group of inspection items corresponding to a first inspection item in a predetermined set of inspection items, and the intersection between the group of inspection items corresponding to the first inspection item and the plurality of target inspection items is greater than an intersection between a group of inspection items corresponding to other inspection items in the set of inspection items other than the first inspection item and the plurality of target inspection items, and transmits the first inspection item to the target application via the network 104.

The terminal device 102 acquires the first check item transmitted by the server 106 and displays the first check item on the target application, wherein the first check item is set to be allowed to be touched to display first information corresponding to the first check item on the target application.

It should be noted that the target application may be executed on the server 106, in which case the terminal device 102 and the server 106 may be the same device, and the operations performed by the server 106 may be performed by a processor of the device, and the functions of the network 104 are performed by a data bus or other lines inside the device.

Alternatively, in the present embodiment, the terminal device 102 may be a terminal device configured with the target client, and may include, but is not limited to, at least one of the following: a mobile phone (e.g., android mobile phone, iOS mobile phone, etc.), a notebook computer, a tablet computer, a palm computer, MID (Mobile Internet Devices, mobile internet device), PAD, desktop computer, etc. The network may include, but is not limited to: a wired network, a wireless network, wherein the wired network comprises: local area networks, metropolitan area networks, and wide area networks, the wireless network comprising: bluetooth, WIFI, and other networks that enable wireless communications. The server may be a single server or a server cluster composed of a plurality of servers. The above is merely an example, and the present embodiment is not limited thereto.

Alternatively, in this embodiment, as an optional implementation manner, the method may be performed by a server, may be performed by a terminal device, or may be performed by the server and the terminal device together, and in this embodiment, the description is given by way of example by the server. As shown in fig. 2, the procedure of the above-mentioned inspection sheet processing method may include the steps of:

s202, acquiring a target inspection sheet to be uploaded on a target application;

s204, uploading the target inspection list to a target server through a target application;

s206, acquiring a first test item sent by a target server, wherein the first test item is an intersection between a plurality of target test items detected by the target server from a target test sheet and a group of test items corresponding to a first test sheet in a preset test sheet set, and the intersection between the group of test items corresponding to the first test sheet and the plurality of target test items is larger than the intersection between a group of test items corresponding to other test sheets except the first test sheet in the test sheet set and the plurality of target test items;

s208, displaying a first check item on the target application, wherein the first check item is set to allow to be touched to display first information corresponding to the first check item on the target application.

Alternatively, the above-described test report processing method may be, but is not limited to, in the course of medical test report interpretation or in other scenarios where it is desired to obtain test items in a test report.

For example, the user uploads a medical examination order picture to the target server through a target application on the terminal device. After the first test item transmitted by the server is acquired (the first test item is an intersection between a plurality of target test items detected by the target server from the target test sheets and a group of test items corresponding to a first test sheet in a predetermined test sheet set, the intersection between the group of test items corresponding to the first test sheet and the plurality of target test items is larger than an intersection between a group of test items corresponding to other test sheets other than the first test sheet in the test sheet set and the plurality of target test items), the first test item is displayed on the target application. The displayed first test item may be touch-controlled to display first information (e.g., related information such as index meaning, anomaly analysis, normal reference value, medical test knowledge such as maintenance focus, etc.) corresponding to the first test item on the target application.

According to the embodiment, the method for filtering the identification result of the inspection list is adopted, so that the technical problem that the inspection item identification accuracy is low in the inspection list processing method in the related technology is solved, the convenience of displaying the associated information of the first inspection item is improved, and further the user experience is improved.

The above-described inspection sheet processing method will be described with reference to fig. 2.

In step S202, a target inspection sheet to be uploaded is acquired on the target application.

When seeking medical attention, inspection and examination are often carried out first, so that doctors can judge the illness state conveniently. Most disorders require test results as a basis for scientific diagnosis.

In the medical scene, when a patient gets to an inspection report, the meaning of each data index in inspection items of different inspection sheet types cannot be grasped by non-medical staff, so that the inspection sheet cannot be understood. The doctor can normally give a conclusion according to the examination list, and does not conduct professional communication, so that various indexes are explained in detail.

In order to enable the patient to easily understand the inspection list, the patient can more conveniently and rapidly understand himself and become familiar with the disease before, during and after the diagnosis: reading and understanding the inspection list before diagnosis, and reserving knowledge in advance; the doctor can communicate with the doctor in a relatively professional way in diagnosis to acquire more information; the method has the advantages that after diagnosis, the patient can conveniently review the digestive illness state, know the key points of maintenance and observation, upload the image of a test report (target test report) through a webpage or a client of target application, provide the function of intelligent reading of the test report by a target server, realize intelligent reading of the test report, and provide relevant information such as index meaning, abnormal analysis, normal reference value, medical test knowledge of maintenance key points and the like for the patient by acquiring each test item on the test report.

The target object may take a picture of the target inspection sheet to obtain a target inspection sheet picture, or directly acquire the target inspection sheet (for example, the target inspection sheet is in an electronic format), upload the target inspection sheet image to the target application, and the target application acquires the target inspection sheet to be uploaded. Such target applications may include, but are not limited to: a browser (e.g., web page upload), an application client, an applet, etc.

For example, as shown in fig. 3, a user may take a picture of a test order, obtain a picture of the test order, and upload the picture through an applet.

In step S204, the target inspection sheet is uploaded to the target server through the target application.

After acquiring the target inspection sheet, the target application may upload the target inspection sheet directly to the target server, or may upload the target inspection sheet to the target server after detecting a touch operation performed on a touch part (touch button, touch window, etc.) set to allow to be touched to send the target inspection sheet to the target server.

In step S206, a first check item transmitted from the target server is acquired.

After uploading the target inspection item to the target server, a first inspection item, which is an intersection between a plurality of target inspection items detected by the target server from the target inspection item and a group of inspection items corresponding to the first inspection item in a predetermined inspection item set, may be received from the target server, the intersection between the group of inspection items corresponding to the first inspection item and the plurality of target inspection items being greater than an intersection between a group of inspection items corresponding to other inspection items than the first inspection item in the inspection item set.

For the target inspection sheet, the target server detects a plurality of target inspection items from the target inspection sheet. To ensure accuracy of the recognition result, a set of inspection sheets may be set in advance, each of which may correspond to one type of inspection or examination, for example, blood routine, urine routine, stool routine, etc., to reduce error check items contained in the recognition result. Each test order set may contain a set of test items, and the test items in different test orders may be the same or different, corresponding to different types of tests or inspections.

The first inspection sheet may be an inspection sheet (optimal inspection sheet, optimal inspection sheet type) containing the largest number of inspection items in an intersection (first intersection) between a corresponding group of inspection items in the inspection sheet set and the plurality of target inspection items. And the first test item is: the test items contained in the first intersection (i.e., belonging to a group of test items corresponding to the first test order and also belonging to a plurality of target test items).

The target server may obtain the first verification term and send the first verification term to the target application.

In order to increase the recall rate of the recognition result, the target application may acquire, in addition to the first inspection item, a target inspection item from among a plurality of target inspection items belonging to a group of inspection items corresponding to other inspection sheets from the target server.

In an alternative embodiment, a second test item sent by the target server is obtained, where the second test item is a test item except the first test item in an intersection between the plurality of target test items and a group of test items corresponding to a second test item in the other test sheets, and the number of test items included in the intersection between the group of test items corresponding to the second test item and the plurality of target test items is greater than or equal to the target threshold.

The second test order may be a test order in which intersections between a corresponding set of test items and the plurality of target test items in the other test orders contain a number of test items greater than or equal to the target threshold. The test items are made to be test items other than the first test item in the intersection between a set of test items corresponding to the second test sheet and the plurality of target test items.

The first check item and the second check item may be sent in the same message or may be sent in different messages. The target threshold may be set as needed, and may be a positive integer greater than or equal to 1, for example: 5. 6, 10, etc. This is not particularly limited in this embodiment.

According to the embodiment, the recall rate of the identification result can be improved by acquiring and displaying the second test item sent by the target server.

In step S208, a first inspection item is displayed on the target application, wherein the first inspection item is set to be allowed to be touched to display first information corresponding to the first inspection item on the target application.

After the first verification term is acquired, the first verification term may be displayed in the target application. The first inspection item may be touched to display first information corresponding to the first inspection item on the target application.

Alternatively, a second test item may be displayed in the target application in addition to the first test item. The first test item and the second test item may be displayed in a mixed manner on the same interface, may be displayed separately on the same interface, or may be displayed separately on different interfaces.

For example, as shown in FIG. 4, the detected test index items may be presented in the target application, which may include a first test item and a second test item.

Optionally, in the present embodiment, after the first inspection item is displayed on the target application, a first touch operation performed on the first inspection item is detected; and responding to the first touch operation, and displaying first information corresponding to the first check item on the target application, wherein the first information comprises a reference index range corresponding to the first check item in the first check list.

Detecting a first touch operation performed on a first test item; in response to the first touch operation, first information corresponding to the first inspection item may be displayed on the target application. The first information may be association information of the first test item, and may be, but is not limited to, at least one of: the method is used for representing medical examination knowledge such as index meaning, abnormality analysis, normal reference value, maintenance key point and the like of the first examination item.

Alternatively, in the present embodiment, after the second inspection item is displayed on the target application, the second touch operation performed on the second inspection item may be detected; and responding to the second touch operation, and displaying second information corresponding to the second check item on the target application, wherein the second information comprises a reference index range corresponding to the second check item in the second check list.

Detecting a second touch operation performed on a second test item; in response to the second touch operation, second information corresponding to the second inspection item may be displayed on the target application. The second information may be association information of a second test item, which may be, but is not limited to, at least one of: the method is used for representing medical examination knowledge such as index meaning, abnormality analysis, normal reference value, maintenance key point and the like of the second examination item.

For the displayed index items, the user can check the meaning of each index item, pay attention to the clinical meaning of the abnormal index, and know the disease and know the user. Each test index is issued by an authority or a person, and a test knowledge science popularization (for example, as shown in fig. 5) which is professional and easily understood is performed to an ordinary user.

By the embodiment, the association information corresponding to the test item is displayed on the target application through the touch operation performed in response to the displayed test item (the first test item and the second test item), so that the convenience of acquiring the association information of the test item by the user can be improved.

Alternatively, in the present embodiment, before the first inspection item is displayed on the target application, a touch-controllable first display frame may be displayed on the target application, wherein the first display frame is set to allow to be touched to display the first inspection item on the target application.

Before or after the first test item sent by the target server is acquired, a first display frame capable of being touched can be displayed on the target application, and the first display frame can display the first test item on the target application when touched.

The first display frame can be triggered to acquire a first check item from the target server, and the acquired first check item is displayed on the target application; alternatively, the first check item obtained from the target server may be triggered to be displayed on the target application.

Alternatively, in this embodiment, before the second inspection item is displayed on the target application, a second display frame that is touchable may be displayed on the target application, wherein the second display frame is set to allow being touched to display the second inspection item on the target application.

Before or after the second test item sent by the target server is acquired, a second display frame capable of being touched can be displayed on the target application, and the second display frame can display the second test item on the target application when touched.

The second display frame can trigger to acquire a second check item from the target server, and the acquired second check item is displayed on the target application; alternatively, the second check item obtained from the target server may be triggered to be displayed on the target application.

For example, as shown in fig. 4, after a click operation performed on the "inspection report data index" is detected, the operation jumps to the display interface shown on the right side of fig. 4.

According to the embodiment, the touch-controllable display frames (the first display frame and the second display frame) are displayed on the target application, so that the check items are displayed on the target application under the condition that the display frames are touched, the privacy of a user can be protected, and the safety of information is improved.

According to another aspect of the embodiment of the invention, a method for processing a test sheet is also provided. As an alternative embodiment, the method may be applied in the application environment shown in fig. 1, and the method may be performed by a server, or may be performed by a terminal device, or may be performed by the server and the terminal device together, where in this embodiment, the method is described by way of example as being performed by the server. As shown in fig. 6, the procedure of the above-mentioned inspection sheet processing method may include the steps of:

s602, acquiring a target inspection sheet uploaded by a target application;

s604, detecting a plurality of target test items from the target test list;

s606, acquiring a first test item in a plurality of target test items, wherein the first test item is an intersection between the plurality of target test items and a group of test items corresponding to a first test sheet in a preset test sheet set, and the intersection between the group of test items corresponding to the first test sheet and the plurality of target test items is larger than the intersection between a group of test items corresponding to other test sheets except the first test sheet in the test sheet set and the plurality of target test items;

and S608, transmitting the first check item to the target application.

The above-described inspection sheet processing method will be described with reference to fig. 6.

In step S602, a target inspection sheet uploaded by a target application is acquired.

The target server may obtain a target inspection sheet from the target application. The target inspection sheet may be uploaded by the target application in the same or similar manner as described above.

In step S604, a plurality of target test items are detected from the target test sheet.

After the target inspection sheet is acquired, the target server may detect a plurality of target inspection items from the target inspection sheet. The target test item can be detected from the target test sheet in various ways, and the character string can be identified from the target test sheet, which can be used for detecting the target test item.

Optionally, in the present embodiment, detecting a plurality of target test items from the target test sheet includes: performing optical character recognition on the target inspection sheet to obtain a plurality of target character segments corresponding to the target inspection sheet; matching a plurality of reference test items from a reference test item set using a plurality of target character segments, wherein the reference test item set contains a plurality of reference test items; performing a target operation on the plurality of reference test items to obtain a plurality of target test items, wherein the target operation comprises at least one of: duplicate removal, combining Chinese test items with the same meaning with English test items.

The target inspection sheet may be identified using OCR to obtain a plurality of target character segments. OCR can recognize a plurality of character segments (or character sets) from a target inspection sheet. For example, "test item", "measurement result", "hemoglobin", "white blood cell count", "platelet", "hemoglobin XX", etc.

After the plurality of target character segments are obtained, the plurality of reference check items may be matched from a set of reference check items including the plurality of reference check items using the plurality of target character segments. In matching, a plurality of target character segments may be matched in sequence. If a reference test item is matched, the matched reference test item may be saved, and if not, the matching of the next target character segment may be performed. Each of the resulting plurality of reference test items corresponds to a target character segment.

For the obtained multiple reference test items, duplication removal and Chinese and English combination of unified test items can be performed, so that multiple target test items are obtained.

After matching the OCR result with the knowledge base, the OCR result may recognize an irrelevant vocabulary due to uncertainty of the check list style and the OCR result, the same check item is recognized as two, and a single check item has chinese and english expressions simultaneously, etc., and a preliminary recognition result (including a plurality of target check items) is obtained by performing longest substring matching with the check items in the knowledge base and combining the chinese and english expressions of the same check item.

According to the embodiment, the problems of error recognition and repeated recognition results of the relation-containing test items in the test item expression can be avoided by matching with the reference test item, performing duplicate removal and combining Chinese and English expressions of the same test item, and the accuracy of the recognition results is improved.

Optionally, in the present embodiment, matching the plurality of reference test items from the set of reference test items using the plurality of target character segments includes: performing longest substring matching by using each target character segment in the target character segments to each reference test item in the reference test item set and an associated test item corresponding to each reference test item; in the case where there is one reference check item or an associated check item of one reference check item that matches each target character segment, the reference check item corresponding to each target character segment is acquired.

And matching the target character segment with the reference test item and the associated test item corresponding to the reference test item in a longest substring matching mode. In the case where the number of characters contained in the longest identical substring is greater than or equal to a predetermined number threshold, it is determined that the two (the target character segment and the reference check item or the associated check item to which the reference check item corresponds) match.

The reference test item may be a standard test item in a standard test sheet and the associated test item to which the reference test item corresponds may be a synonym of the standard test item.

The realization of the intelligent interpretation function of the inspection report form requires the establishment of an inspection report form information knowledge base, optical Character Recognition (OCR) and knowledge base matching and filtering of output results. And registering the identified index item with a knowledge base according to the character identification result of ocr and a medical test type classification method. The examination list information knowledge base comprises standard examination list type information, standard examination item information and the association relation between the examination list and the examination item (comprising the link of corresponding medical staff), and the same examination item can have different expression modes in different hospitals, so that a synonym word base of the examination item can be established.

By means of the method and the device, the recognition errors caused by different expressions of the same test item in different test orders can be avoided by carrying out longest substring matching and matching of the associated test items, and accuracy of recognition results is improved.

In step S606, a first test item of the plurality of target test items is acquired, wherein the first test item is an intersection between the plurality of target test items and a group of test items corresponding to a first test order of a predetermined test order set, and an intersection between the group of test items corresponding to the first test order and the plurality of target test items is larger than an intersection between a group of test items corresponding to other test orders other than the first test order of the test order set and the plurality of target test items.

Since there may be a repeated item, a test sheet type error item (the same name test item is in different test sheets) or the like in the preliminary recognition result, the preliminary recognition result may be filtered.

When filtering the test items, the type (test list) of the test item belonging to the preliminary identification result can be counted, and the type (the optimal test list type, the first test list) of the test list with the largest occurrence number can be found, wherein the optimal test list type is the most probable type of the target test list. The target test item belonging to the optimal test sheet type is the optimal test item (first test item).

In addition to the optimal test item, alternative test items may be found in order to increase the recall of the recognition result.

Optionally, in this embodiment, a second test item of the plurality of target test items is acquired, where the second test item is a test item other than the first test item in an intersection between the plurality of target test items and a set of test items corresponding to a second test item of the other test sheets, and the number of test items included in the intersection between the set of test items corresponding to the second test item and the plurality of target test items is greater than or equal to the target threshold.

When filtering the test items, the types (test orders) of the test orders which the test items belong to in the primary identification result can be counted, and the types (alternative test orders and second test orders) of the test orders (of the non-optimal test order types) with the occurrence times larger than the threshold value can be found. The alternative test sheet type is a test sheet type that is possible for the target test sheet. The target test item belonging to the alternative test item type may be an alternative preferred test item.

For example, as shown in fig. 7, for the target test item, the same test item as the target test item in each test item type may be found, resulting in an optimal test item type (or, an optimal test item type and an alternative test item type).

For optimal and alternative test items, a deduplication process may be performed to remove duplicate test items. If one test item is both the optimal test item and the alternative test item, the corresponding alternative test item is removed. Outputting the test items of which the residues belong to the optimal test sheet type and the alternative test sheet type (the test items of which the residues belong to the alternative test sheet type are the second test items).

By the embodiment, the recall rate of the identification result can be improved by acquiring the alternative test item in the plurality of target test items.

In step S608, the first check item is sent to the target application.

After the first verification term is acquired, the target server may send the first verification term to the target application. In addition to the first verification term, the target server may also send a second verification term to the target application.

Optionally, in this embodiment, sending the first check item to the target application includes: the first test item and first information corresponding to the first test item are sent to the target application, wherein the first information comprises a reference index range corresponding to the first test item in the first test sheet.

In addition to the check items (first check item, second check item), the target server may also transmit association information (first information, second information, etc.) of the check items to the target application together. The association information may, but is not limited to, at least one of: the method is used for representing medical examination knowledge such as index meaning, abnormal analysis, normal reference value, maintenance key points and the like of the examination items.

Through the embodiment, the test item and the associated information are sent to the target application, so that interaction between the application and the server can be reduced, the running efficiency of the application is improved, and the acquiring efficiency of the associated information is improved.

The following describes a method of processing a test chart in this embodiment with reference to an alternative example. The medical examination report interpretation implementation scheme provided in the example can realize automatic interpretation of medical examination reports, and the identification effect is obviously improved on indexes such as accuracy, recall rate and the like for different types of examination reports of different hospitals.

As shown in fig. 8, the inspection sheet processing method in this example may include the steps of:

and step 1, uploading a check list picture by the target application.

And 2, matching OCR and a knowledge base.

After OCR recognition is performed, the OCR recognition result is matched with a knowledge base, and a matching result is obtained. And performing duplication removal and Chinese-English combination of unified test items on the matching result to obtain a primary identification result.

And step 3, filtering the primary identification result.

And counting the preliminary identification result to obtain the optimal and alternative types of the inspection list. And removing repeated test items in the alternative test items and the optimal test items, and outputting the test items of the rest types of the optimal/alternative test sheets.

And step 4, outputting an analysis result.

And outputting the analysis result of the inspection sheet to the target application.

Through the example, the association relation between the type of the inspection list and the standard inspection item is established by constructing an inspection index classification system, so that the correctness of the identification result is ensured; through establishing a synonym secondary library of the test items, the problem that the same test item expresses difference in test orders of different hospitals is solved, and meanwhile, all the test items can be identified only by enriching synonyms, so that the recall rate of an identification result is improved; the problems of error recognition and repeated recognition results of the relation-containing test items in the test item expression are solved by carrying out longest substring matching with the test items in the knowledge base and combining Chinese and English expressions of the same test item; and the accuracy of the recognition result of the test item is improved through the output result filtering algorithm.

It should be noted that, for simplicity of description, the foregoing method embodiments are all described as a series of acts, but it should be understood by those skilled in the art that the present invention is not limited by the order of acts described, as some steps may be performed in other orders or concurrently in accordance with the present invention. Further, those skilled in the art will also appreciate that the embodiments described in the specification are all preferred embodiments, and that the acts and modules referred to are not necessarily required for the present invention.

According to still another aspect of the embodiment of the present invention, there is also provided a test sheet processing apparatus for implementing the above test sheet processing method, as shown in fig. 9, the apparatus including:

(1) A first obtaining unit 902, configured to obtain a target inspection sheet to be uploaded on a target application;

(2) An uploading unit 904 for uploading the target inspection sheet to the target server through the target application;

(3) A second obtaining unit 906, configured to obtain a first test item sent by the target server, where the first test item is an intersection between a plurality of target test items detected by the target server from the target test sheet and a group of test items corresponding to a first test sheet in a predetermined test sheet set, and an intersection between a group of test items corresponding to the first test sheet and the plurality of target test items is greater than an intersection between a group of test items corresponding to other test sheets other than the first test sheet in the test sheet set and the plurality of target test items;

(4) A first display unit 908 for displaying a first inspection item on the target application, wherein the first inspection item is configured to allow to be touched to display first information corresponding to the first inspection item on the target application.

Alternatively, the above-described test report processing apparatus may be, but is not limited to, in the course of medical test report interpretation or in other scenarios where it is desirable to obtain test items in a test report.

Alternatively, the first acquiring unit 902 may be used to perform step S202, the uploading unit 904 may be used to perform step S204, the second acquiring unit 906 may be used to perform step S206, and the first displaying unit 908 may be used to perform step S208.

As an alternative embodiment, the apparatus further comprises:

(1) A first inspection unit for detecting a first touch operation performed on a first inspection item after the first inspection item is displayed on a target application;

(2) And a second display unit for displaying first information corresponding to the first inspection item on the target application in response to the first touch operation, wherein the first information includes a reference index range corresponding to the first inspection item in the first inspection sheet.

According to the method and the device, the association information corresponding to the first test item is displayed on the target application through the touch operation executed in response to the displayed first test item, and therefore convenience in acquiring the association information of the test item by a user can be improved.

As an alternative embodiment, the apparatus further comprises:

(1) And a third display unit for displaying a first display frame on the target application that is touch-controllable before the first test item is displayed on the target application, wherein the first display frame is set to allow touch control to display the first test item on the target application.

According to the embodiment, the first touch-controllable display frame is displayed on the target application, so that the first check item is displayed on the target application under the condition that the first display frame is touched, and the check item is displayed according to the control of the user, so that the privacy of the user can be protected, and the safety of information is improved.

As an alternative embodiment, the apparatus further comprises:

(1) A third obtaining unit, configured to obtain a second test item sent by the target server, where the second test item is a test item except the first test item in an intersection between a plurality of target test items and a group of test items corresponding to a second test item in other test sheets, and a number of test items included in an intersection between a group of test items corresponding to the second test sheet and the plurality of target test items is greater than or equal to a target threshold;

(2) And a fourth display unit for displaying a second check item on the target application, wherein the second check item is set to allow to be touched to display second information corresponding to the second check item on the target application.

As an alternative embodiment, the apparatus further comprises:

(1) A second inspection unit for detecting a second touch operation performed on a second inspection item after the second inspection item is displayed on the target application;

(2) And a fifth display unit for displaying second information corresponding to the second inspection item on the target application in response to the second touch operation, wherein the second information includes a reference index range corresponding to the second inspection item in the second inspection sheet.

As an alternative embodiment, the apparatus further comprises:

(1) And a sixth display unit for displaying a second display frame on the target application that is touch-controllable before the second test item is displayed on the target application, wherein the second display frame is set to allow to be touched to display the first test item and the second test item on the target application.

According to the embodiment, the second display frame capable of being touched is displayed on the target application, so that the second inspection item is displayed on the target application under the condition that the second display frame is touched, the inspection item is displayed according to the control of the user, the privacy of the user can be protected, and the safety of information is improved.

According to still another aspect of the embodiment of the present invention, there is also provided a test sheet processing apparatus for implementing the above test sheet processing method, as shown in fig. 10, the apparatus comprising:

(1) A fourth obtaining unit 1002, configured to obtain a target inspection sheet uploaded by a target application;

(2) A third checking unit 1004 for detecting a plurality of target check items from the target check list;

(3) A fifth obtaining unit 1006, configured to obtain a first test item of the plurality of target test items, where the first test item is an intersection between the plurality of target test items and a group of test items corresponding to a first test item of a predetermined test sheet set, and an intersection between the group of test items corresponding to the first test sheet and the plurality of target test items is greater than an intersection between a group of test items corresponding to other test sheets other than the first test sheet in the test sheet set and the plurality of target test items;

(4) A first sending unit 1008, configured to send the first test item to the target application.

Alternatively, the fourth obtaining unit 1002 may be used to perform step S602, the third checking unit 1004 may be used to perform step S604, the fifth obtaining unit 1006 may be used to perform step S606, and the first transmitting unit 1008 may be used to perform step S608.

As an alternative embodiment, the apparatus further comprises:

(1) A sixth acquisition unit configured to acquire a second test item among the plurality of target test items, wherein the second test item is a test item other than the first test item in an intersection between the plurality of target test items and a group of test items corresponding to a second test item among the other test items, and the number of test items included in the intersection between the group of test items corresponding to the second test item and the plurality of target test items is greater than or equal to a target threshold value;

(2) And the second sending unit is used for sending the second test item to the target terminal for display.

As an alternative embodiment, the third inspection unit comprises:

(1) The recognition module is used for executing optical character recognition on the target inspection sheet to obtain a plurality of target character segments corresponding to the target inspection sheet;

(2) The matching module is used for matching a plurality of reference check items from a reference check item set by using a plurality of target character segments, wherein the reference check item set comprises a plurality of reference check items;

(3) The execution module is used for executing target operation on the reference test item to obtain a target test item, wherein the target operation comprises at least one of the following steps: duplicate removal, combining Chinese test items with the same meaning with English test items.

As an alternative embodiment, the matching module includes:

(1) The matching sub-module is used for carrying out longest sub-string matching on each target character segment in the target character segments, each reference test item in the reference test item set and the associated test item corresponding to each reference test item respectively;

(2) And the acquisition sub-module is used for acquiring the reference check item corresponding to each target character segment under the condition that one reference check item or an associated check item of the reference check item matched with each target character segment exists.

As an alternative embodiment, the first transmitting unit includes:

(1) And the sending module is used for sending the first check item and first information corresponding to the first check item to the target terminal for display, wherein the first information comprises a reference index range corresponding to the first check item in the first check list.

According to a further aspect of embodiments of the present invention there is also provided a storage medium having stored therein a computer program, wherein the computer program is arranged to perform the steps of any of the method embodiments described above when run.

Alternatively, in the present embodiment, the above-described storage medium may be configured to store a computer program for performing the steps of:

s1, acquiring a target inspection sheet to be uploaded on a target application;

s2, uploading a target inspection sheet to a target server through a target application;

s3, acquiring a first test item sent by a target server, wherein the first test item is an intersection between a plurality of target test items detected by the target server from a target test sheet and a group of test items corresponding to a first test sheet in a preset test sheet set, and the intersection between the group of test items corresponding to the first test sheet and the plurality of target test items is larger than the intersection between a group of test items corresponding to other test sheets except the first test sheet in the test sheet set and the plurality of target test items;

And S4, displaying a first check item on the target application, wherein the first check item is set to be allowed to be touched so as to display first information corresponding to the first check item on the target application.

s1, acquiring a target inspection sheet uploaded by a target application;

s2, detecting a plurality of target test items from a target test list;

s3, acquiring a first test item in the plurality of target test items, wherein the first test item is an intersection between the plurality of target test items and a group of test items corresponding to a first test sheet in a preset test sheet set, and the intersection between the group of test items corresponding to the first test sheet and the plurality of target test items is larger than the intersection between a group of test items corresponding to other test sheets except the first test sheet in the test sheet set and the plurality of target test items;

and S4, sending the first check item to the target application.

Alternatively, in this embodiment, it will be understood by those skilled in the art that all or part of the steps in the methods of the above embodiments may be performed by a program for instructing a terminal device to execute the steps, where the program may be stored in a computer readable storage medium, and the storage medium may include: flash disk, ROM (Read-Only Memory), RAM (Random Access Memory ), magnetic or optical disk, and the like.

According to still another aspect of the embodiment of the present invention, there is also provided an electronic device for implementing the above-mentioned inspection sheet processing method, as shown in fig. 11, the electronic device including: processor 1102, memory 1104, transmission 1106, and the like. The memory has stored therein a computer program, the processor being arranged to perform the steps of any of the method embodiments described above by means of the computer program.

Alternatively, in this embodiment, the electronic apparatus may be located in at least one network device of a plurality of network devices of the computer network.

Alternatively, in the present embodiment, the above-described processor may be configured to execute the following steps by a computer program:

s1, acquiring a target inspection sheet to be uploaded on a target application;

s1, acquiring a target inspection sheet uploaded by a target application;

s2, detecting a plurality of target test items from a target test list;

and S4, sending the first check item to the target application.

Alternatively, it will be appreciated by those skilled in the art that the configuration shown in fig. 11 is merely illustrative, and the electronic device may be the terminal device 102 or the server 106. Fig. 11 is not limited to the structure of the electronic device. For example, the electronic device may also include more or fewer components (e.g., a display, a network interface, etc.) than shown in FIG. 11, or have a different configuration than shown in FIG. 11.

The memory 1104 may be used to store software programs and modules, such as program instructions/modules corresponding to the inspection sheet processing methods and apparatuses in the embodiments of the present invention, and the processor 1102 executes the software programs and modules stored in the memory 1104, thereby performing various functional applications and inspection sheet processing, that is, implementing the inspection sheet processing methods described above. Memory 1104 may include high-speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 1104 may further include memory remotely located relative to the processor 1102, which may be connected to the terminal via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.

The transmission device 1106 is used to receive or transmit data via a network. Specific examples of the network described above may include wired networks and wireless networks. In one example, the transmission device 1106 includes a NIC (Network Interface Controller, network adapter) that may be connected to other network devices and routers via a network cable to communicate with the internet or a local area network. In one example, the transmission device 1106 is an RF (Radio Frequency) module for communicating with the internet wirelessly.

The foregoing embodiment numbers of the present invention are merely for the purpose of description, and do not represent the advantages or disadvantages of the embodiments.

The integrated units in the above embodiments may be stored in the above-described computer-readable storage medium if implemented in the form of software functional units and sold or used as separate products. Based on such understanding, the technical solution of the present invention may be embodied in essence or a part contributing to the prior art or all or part of the technical solution in the form of a software product stored in a storage medium, comprising several instructions for causing one or more computer devices (which may be personal computers, servers or network devices, etc.) to perform all or part of the steps of the method described in the embodiments of the present invention.

In the foregoing embodiments of the present invention, the descriptions of the embodiments are emphasized, and for a portion of this disclosure that is not described in detail in this embodiment, reference is made to the related descriptions of other embodiments.

In several embodiments provided in the present application, it should be understood that the disclosed client may be implemented in other manners. The above-described embodiments of the apparatus are merely exemplary, and the division of the units, such as the division of the units, is merely a logical function division, and may be implemented in another manner, for example, multiple units or components may be combined or may be integrated into another system, or some features may be omitted, or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be through some interfaces, units or modules, or may be in electrical or other forms.

The units described as separate units may or may not be physically separate, and units shown as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

In addition, each functional unit in the embodiments of the present invention may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit. The integrated units may be implemented in hardware or in software functional units.

The foregoing is merely a preferred embodiment of the present invention and it should be noted that modifications and adaptations to those skilled in the art may be made without departing from the principles of the present invention, which are intended to be comprehended within the scope of the present invention.

Claims

1. A method of processing a test chart, comprising:

acquiring a target inspection list to be uploaded on a target application;

Uploading the target inspection sheet to a target server through the target application;

acquiring a first check item sent by the target server, wherein the first check item is an intersection between a plurality of target check items detected by the target server from the target check list and a group of check items corresponding to a first check list in a preset check list set, and the intersection between the group of check items corresponding to the first check list and the plurality of target check items is larger than an intersection between a group of check items corresponding to other check lists except the first check list in the check list set and the plurality of target check items;

the first inspection item is displayed on the target application, wherein the first inspection item is configured to allow touch to display first information corresponding to the first inspection item on the target application.

2. The method of claim 1, wherein after displaying the first inspection item on the target application, the method further comprises:

detecting a first touch operation performed on the first test item;

and responding to the first touch operation, and displaying the first information corresponding to the first check item on the target application, wherein the first information comprises a reference index range corresponding to the first check item in the first check list.

3. The method of claim 1 or 2, wherein prior to displaying the first inspection item on the target application, the method further comprises:

a touch-enabled first display frame is displayed on the target application, wherein the first display frame is configured to allow being touched to display the first inspection item on the target application.

4. The method according to claim 1, wherein the method further comprises:

acquiring second test items sent by the target server, wherein the second test items are test items except the first test item in intersections between the plurality of target test items and a group of test items corresponding to a second test item in the other test sheets, and the number of test items contained in the intersections between the group of test items corresponding to the second test sheet and the plurality of target test items is greater than or equal to a target threshold value;

and displaying the second check item on the target application, wherein the second check item is set to allow touch control to display second information corresponding to the second check item on the target application.

5. The method of claim 4, wherein after displaying the second inspection item on the target application, the method further comprises:

Detecting a second touch operation performed on the second test item;

and responding to the second touch operation, and displaying second information corresponding to the second check item on the target application, wherein the second information comprises a reference index range corresponding to the second check item in the second check list.

6. The method of claim 4 or 5, wherein prior to displaying the second inspection item on the target application, the method further comprises:

a second display frame is displayed on the target application, wherein the second display frame is configured to allow for being touched to display the first test item and the second test item on the target application.

7. A method of processing a test chart, comprising:

acquiring a target inspection sheet uploaded by a target application;

detecting a plurality of target test items from the target test sheet;

acquiring a first test item in the plurality of target test items, wherein the first test item is an intersection between the plurality of target test items and a group of test items corresponding to a first test item in a predetermined test sheet set, and the intersection between the group of test items corresponding to the first test sheet and the plurality of target test items is larger than an intersection between a group of test items corresponding to other test sheets except the first test sheet in the test sheet set and the plurality of target test items;

The first check item is sent to the target application.

8. The method of claim 7, wherein the method further comprises:

acquiring a second test item in the plurality of target test items, wherein the second test item is a test item except the first test item in an intersection between the plurality of target test items and a group of test items corresponding to a second test item in the other test sheets, and the number of test items contained in the intersection between the group of test items corresponding to the second test sheet and the plurality of target test items is greater than or equal to a target threshold;

and sending the second check item to the target application.

9. The method of claim 7, wherein detecting the plurality of target test items from the target test sheet comprises:

performing optical character recognition on the target inspection sheet to obtain a plurality of target character segments corresponding to the target inspection sheet;

matching a plurality of reference test items from a reference test item set using the plurality of target character segments, wherein the reference test item set contains the plurality of reference test items;

performing a target operation on the plurality of reference test items to obtain the plurality of target test items, wherein the target operation comprises at least one of the following: duplicate removal, combining Chinese test items with the same meaning with English test items.

10. The method of claim 9, wherein using the plurality of target character segments to match the plurality of reference test items from a set of reference test items comprises:

performing longest substring matching with each reference test item in the reference test item set and an associated test item corresponding to each reference test item respectively by using each target character segment in the target character segments;

and acquiring the reference check item corresponding to each target character segment under the condition that one reference check item or an associated check item of the reference check item matched with each target character segment exists.

11. The method of any of claims 7 to 10, wherein sending the first verification term to the target application comprises:

and sending the first check item and first information corresponding to the first check item to the target application, wherein the first information comprises a reference index range corresponding to the first check item in the first check list.

12. A test sheet processing apparatus, comprising:

the first acquisition unit is used for acquiring a target inspection sheet to be uploaded on a target application;

The uploading unit is used for uploading the target inspection list to a target server through the target application;

a second obtaining unit configured to obtain a first test item sent by the target server, where the first test item is an intersection between a plurality of target test items detected by the target server from the target test sheet and a group of test items corresponding to a first test sheet in a predetermined test sheet set, and an intersection between a group of test items corresponding to the first test sheet and the plurality of target test items is larger than an intersection between a group of test items corresponding to other test sheets other than the first test sheet in the test sheet set and the plurality of target test items;

and a first display unit configured to display the first inspection item on the target application, wherein the first inspection item is set to be allowed to be touched to display first information corresponding to the first inspection item on the target application.

13. A test sheet processing apparatus, comprising:

a fourth obtaining unit, configured to obtain a target inspection sheet uploaded by the target application;

a third inspection unit for detecting a plurality of target inspection items from the target inspection sheet;

A fifth acquisition unit configured to acquire a first test item of the plurality of target test items, wherein the first test item is an intersection between the plurality of target test items and a group of test items corresponding to a first test order of a predetermined test order set, and an intersection between the group of test items corresponding to the first test order and the plurality of target test items is larger than an intersection between a group of test items corresponding to other test orders other than the first test order of the test order set and the plurality of target test items;

and the first sending unit is used for sending the first check item to the target application.

14. A storage medium having a computer program stored therein, wherein the computer program is arranged to perform the method of any of claims 1 to 11 when run.

15. An electronic device comprising a memory and a processor, characterized in that the memory has stored therein a computer program, the processor being arranged to execute the method according to any of the claims 1 to 11 by means of the computer program.