Method, device, storage medium, system and program product for generating psychoanalysis report

Abstract

The present disclosure provides a method, device, storage medium, system and program product for generating a psychopsychological analysis report, wherein the method for generating a psychopsychological analysis report comprises: obtaining the original performance data of the subject, wherein the original performance data is obtained by recording the performance of the subject in the process of performing a psychopsychological test task; saving the original performance data to a storage device; generating link information for obtaining the original performance data; and generating a psychopsychological analysis report containing the link information. By adding the link information of the subject's original performance data to the psychopsychological analysis report, the method enables the report viewer to understand the subject's on-site performance, thereby conveniently obtaining first-hand information without directly contacting the task data, facilitating the review of the task site, determining the subject's cooperation, and thus understanding the quality of the collected data, and providing manual inspection guarantee for the analysis results in the report.

Description

Technical Field

[0001] The present disclosure generally relates to the technical field of medical report generation, and more specifically, to a method, device, storage medium, system and program product for generating a psychoanalysis report. Background Art

[0002] Traditional psychoanalysis reports have fixed content and usually only include simple test conclusions. They are difficult to read and are not convenient for doctors to conduct subsequent diagnosis and scientific research.

[0003] With the development of artificial intelligence technology, more and more technological innovations are committed to conducting more detailed and comprehensive intelligent analysis and diagnosis of original test data, obtaining analysis and diagnosis results and displaying them in reports to improve the readability of reports.

[0004] However, due to the limitations of AI technology, these analysis results still run the risk of poor quality. Summary of the invention

[0005] The present disclosure provides a method, device, storage medium, system and program product for generating a psychoanalysis report, which are used to solve at least one of the above problems.

[0006] According to one aspect of the present disclosure, there is provided a method for generating a psychopsychological analysis report, the method comprising: obtaining original performance data of a subject, wherein the original performance data is obtained by recording the performance of the subject in the process of executing a psychopsychological test task; saving the original performance data to a storage device; generating link information for obtaining the original performance data, wherein the number of the link information is at least one, and when the number of the link information is greater than one, each link information is used to obtain a portion of the original performance data; and generating a psychopsychological analysis report containing the link information.

[0007] Optionally, the original performance data includes audio data, and the generation method further includes: performing natural language processing on the audio data to obtain a value of a quality indicator, wherein the quality indicator is used to reflect whether the subject cooperates in performing the task; and adding the value of the quality indicator to the psychopsychological analysis report.

[0008] Optionally, the mental health test task includes multiple subtasks; the audio data includes multiple audio segment data corresponding one-to-one to the multiple subtasks, and each audio segment data is obtained by recording the process of the subject performing the corresponding subtask; the link information includes multiple audio segment link information corresponding one-to-one to the multiple audio segment data; the quality indicator value includes multiple groups of quality indicator values ​​corresponding one-to-one to the multiple audio segment link information, wherein adding the quality indicator value to the mental health analysis report includes: adding the multiple groups of quality indicator values ​​to the mental health analysis report, and arranging them one-to-one with the multiple audio segment link information.

[0009] Optionally, the mental and psychological test task includes a speech fluency task, and the quality indicators include at least one of the following: speech-to-noise ratio, the number of word groups, the number of de-reorganized words, a spectrum curve, and a positive-negative index, wherein the speech-to-noise ratio is the ratio of the duration of detected speech to the total duration of audio, the number of word groups is the number of words stated by the subject in the process of performing the speech fluency task, and the positive-negative index is obtained by counting the positive and negative words in the words stated by the subject, and the positive words and the negative words are determined according to a word library and / or a sentiment dictionary.

[0010] Optionally, the link information includes a QR code.

[0011] Optionally, the original performance data includes audio data, wherein generating link information for obtaining the original performance data includes: generating an audio QR code embedded with an audio access link, wherein the audio access link points to the audio data stored in the storage device, and the audio QR code is used for an electronic device to scan and then play the audio data.

[0012] Optionally, the original performance data includes audio data, wherein the generation of link information for obtaining the original performance data includes: performing speech recognition processing on the audio data to obtain audio start time information, audio end time information, each word text appearing in the audio, and time information of each word text as word text data; generating a text QR code embedded in the word text data, wherein the text QR code is used for an electronic device to display the word text data after scanning.

[0013] Optionally, the generation method further includes: obtaining the subject's identity authentication information; generating a report identifier of the psychopsychological analysis report based on the identity authentication information; saving the report identifier to the storage device and associating it with the original performance data.

[0014] Optionally, the generation method also includes: obtaining near-infrared brain imaging data of the subject during the performance of the psychiatric and psychological testing task; generating a near-infrared brain imaging map and analysis result information based on the near-infrared brain imaging data; and adding the near-infrared brain imaging map and the analysis result information to the psychiatric and psychological analysis report.

[0015] According to another aspect of the present disclosure, there is provided a device for generating a psychopsychological analysis report, comprising: a first acquisition unit, configured to acquire original performance data of a subject, wherein the original performance data is obtained by recording the performance of the subject in the process of executing a psychopsychological test task; a first saving unit, configured to save the original performance data to a storage device; a first generating unit, configured to generate link information for acquiring the original performance data, wherein the number of the link information is at least one, and when the number of the link information is greater than one, each link information is used to acquire a portion of the original performance data; and a second generating unit, configured to generate a psychopsychological analysis report containing the link information.

[0016] Optionally, the original performance data includes audio data, and the generating device further includes: a processing unit configured to perform natural language processing on the audio data to obtain a value of a quality indicator, wherein the quality indicator is used to reflect whether the subject cooperates in performing the task; the second generating unit is also configured to add the value of the quality indicator to the psychopsychological analysis report.

[0017] Optionally, the mental and psychological test task includes multiple sub-tasks; the audio data includes multiple audio segment data corresponding one-to-one to the multiple sub-tasks, and each audio segment data is obtained by recording the process of the subject performing the corresponding sub-task; the link information includes multiple audio segment link information corresponding one-to-one to the multiple audio segment data; the quality indicator value includes multiple groups of quality indicator values ​​corresponding one-to-one to the multiple audio segment link information, and the second generation unit is also configured to add the multiple groups of quality indicator values ​​to the mental and psychological analysis report, and arrange them one-to-one with the multiple audio segment link information.

[0018] Optionally, the mental and psychological test task includes a speech fluency task, and the quality indicators include at least one of the following: speech-to-noise ratio, the number of word groups, the number of de-reorganized words, a spectrum curve, and a positive-negative index, wherein the speech-to-noise ratio is the ratio of the duration of detected speech to the total duration of audio, the number of word groups is the number of words stated by the subject in the process of performing the speech fluency task, and the positive-negative index is obtained by counting the positive and negative words in the words stated by the subject, and the positive words and the negative words are determined according to a word library and / or a sentiment dictionary.

[0019] Optionally, the link information includes a QR code.

[0020] Optionally, the original performance data includes audio data, and the first generation unit is further configured to generate an audio QR code embedded with an audio access link, wherein the audio access link points to the audio data stored in the storage device, and the audio QR code is used for an electronic device to scan and play the audio data.

[0021] Optionally, the original performance data includes audio data, and the first generating unit is further configured to: perform speech recognition processing on the audio data to obtain audio start time information, audio end time information, each word text appearing in the audio, and time information of each word text as word text data; generate a text QR code embedded in the word text data, and the text QR code is used for an electronic device to display the word text data after scanning.

[0022] Optionally, the generating device further includes: a second acquiring unit, configured to acquire the subject's identity authentication information; a third generating unit, configured to generate a report identifier of the psychopsychological analysis report based on the identity authentication information; and a second saving unit, configured to save the report identifier to the storage device and associate it with the original performance data.

[0023] Optionally, the generating device also includes: a third acquisition unit, configured to acquire near-infrared brain imaging data of the subject during the performance of the mental and psychological test task; a fourth generating unit, configured to generate a near-infrared brain imaging map and analysis result information based on the near-infrared brain imaging data; and the second generating unit is also configured to add the near-infrared brain imaging map and the analysis result information to the mental and psychological analysis report.

[0024] According to another aspect of the present disclosure, a computer-readable storage medium storing instructions is provided, wherein when the instructions are executed by at least one computing device, the at least one computing device is prompted to execute the method for generating a psychoanalysis report as described above.

[0025] According to another aspect of the present disclosure, a system is provided, comprising at least one computing device and at least one storage device storing instructions, wherein the instructions, when executed by the at least one computing device, prompt the at least one computing device to execute the method for generating a psychopsychological analysis report as described above.

[0026] Optionally, the system further comprises: a signal collector for collecting the raw performance data and sending the data to the at least one computing device during the subject's execution of the mental and psychological test task.

[0027] Optionally, the signal collector is also used to collect identity authentication information of the subject and send it to the at least one computing device.

[0028] According to another aspect of the present disclosure, a computer program product is provided, comprising instructions, wherein when the instructions are executed by at least one computing device, the at least one computing device is prompted to execute the method for generating a psychoanalysis report as described above.

[0029] The method, device, storage medium, system and program product for generating a psychopsychological analysis report according to the exemplary embodiment of the present disclosure overturns conventional innovative ideas. By adding link information of the subject's original performance data to the psychopsychological analysis report, report viewers can understand the subject's on-site performance, thereby conveniently obtaining first-hand information without directly contacting the task data. This helps doctors or scientific researchers to trace back the task site and determine the subject's cooperation, thereby understanding the quality of the collected data. It can not only provide a guarantee for manual inspection of the analysis results in the report, but also provide a reliable basis for further in-depth diagnosis and scientific research.

[0030] Additional aspects and / or advantages of the present general inventive concept will be set forth in part in the following description and in part will be apparent from the description or may be learned through practice of the present general inventive concept. BRIEF DESCRIPTION OF THE DRAWINGS

[0031] These and / or other aspects and advantages of the present disclosure will become clear and more easily understood from the following description of the embodiments in conjunction with the accompanying drawings.

[0032] Figure 1 is a flowchart illustrating a method for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure.

[0033] Figure 2 is a block diagram illustrating an apparatus for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure.

[0034] Figure 3 is a schematic diagram showing a system for generating a psychoanalysis report according to a specific embodiment of the present disclosure.

[0035] Figure 4 is a schematic diagram showing a psychoanalysis report according to a specific embodiment of the present disclosure. DETAILED DESCRIPTION

[0036] The following description with reference to the accompanying drawings is provided to assist in a comprehensive understanding of the embodiments of the present invention as defined by the claims and their equivalents. Various specific details are included to assist in understanding, but these details are considered to be exemplary only. Therefore, one of ordinary skill in the art will recognize that various changes and modifications may be made to the embodiments described herein without departing from the scope and spirit of the present invention. In addition, descriptions of well-known functions and structures are omitted for clarity and brevity.

[0037] It should be noted that the phrase "at least one of the items" in the present disclosure includes three types of parallel situations: "any one of the items", "a combination of any number of the items", and "all of the items". For example, "including at least one of A and B" includes the following three types of parallel situations: (1) including A; (2) including B; (3) including A and B. Another example is "executing at least one of step 1 and step 2" which means the following three types of parallel situations: (1) executing step 1; (2) executing step 2; (3) executing step 1 and step 2.

[0038] Refer to the following Figures 1 to 4 A method, device, storage medium, system, and program product for generating a psychoanalysis report according to exemplary embodiments of the present disclosure are described in detail.

[0039] Figure 1 1 is a flowchart showing a method for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure. The method for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure can be implemented in a computing device with sufficient computing power.

[0040] Reference Figure 1 , in step S101, the original performance data of the subject is obtained.

[0041] The original performance data is obtained by recording the performance of the subject in the process of performing the psychological test task, and is the first-hand information of the task scene. The original performance data includes but is not limited to audio data, image data, and video data, which are not limited in the present disclosure.

[0042] Step S102: save the original performance data to a storage device.

[0043] The storage device can be a local end, such as a server in a hospital, and can be a single server or a server cluster. The storage device can also be a cloud-based device, such as a cloud-based server used by a third-party service agency that specializes in providing report generation services, and the cloud-based device includes, but is not limited to, a private cloud, a public cloud, a community cloud, and a hybrid cloud, which is not limited in this disclosure.

[0044] Step S103: Generate link information for obtaining original performance data.

[0045] As an example, the link information includes but is not limited to an access link and a QR code (Quick Response Code, referred to as QR Code). It should be understood that for the embodiment in which the storage device is a local end, the link information is local link information, and the electronic device used for access needs to access the original performance data through a local communication method (which can be a wired or wireless communication method), for example, the electronic device and the local end are in the same physical network or logical network (such as a local area network) for access, and the electronic device is connected to the internal network through a VPN (Virtual Private Network) for access, and the electronic device is connected to the storage device through Bluetooth for access. For the embodiment in which the storage device is a cloud, the link information is Internet link information, and the electronic device can access it when it is connected to the network. In addition, for the electronic version of the psychopsychological analysis report, an access link is directly provided, so that viewers (such as but not limited to doctors and scientific researchers) can directly click and access the original performance data in the storage device. For paper versions of psychoanalysis reports, access links can also be displayed for viewers to enter the corresponding links in the browser installed on the electronic device and access the original performance data in the storage device; QR codes can also be displayed for viewers to scan and view the original performance data, which improves the convenience of using paper reports. Specifically, a QR code is a two-dimensional barcode designed for quick access to information, which solves the limitations of traditional one-dimensional barcodes in terms of storage data volume and damage resistance. Unlike one-dimensional barcodes that can only represent limited data, QR codes can contain a large amount of data (such as URLs, product descriptions, contact information, etc.), and can still be correctly interpreted after being partially damaged, with high reliability.

[0046] Specifically, the number of link information is at least one. When the number of link information is one, it means that this link information is used to obtain all the original performance data of the subjects in this task. When the number of link information is greater than one, each link information is used to obtain a part of the original performance data, so that all the original performance data of the subjects in this task can be divided into several parts and corresponding link information can be generated respectively, and displayed separately in the report, such as including but not limited to adding text descriptions for viewers to access specific parts of the data as needed, which helps to improve the convenience of data access.

[0047] As an example, when dividing different data parts, if the original performance data involves data of different modalities, such as but not limited to audio data, video data, text data, etc., the data can be divided according to the modality. For example, the data of each modality is taken as a part, and audio link information, video link information, and text link information are generated respectively. For another example, the data of at least one modality is taken as a part, so that each link information is used to obtain the data of at least one modality.

[0048] Since the execution of the mental and psychological test task needs to last for a period of time, the original performance data can also be split into multiple segments from the time dimension, and the corresponding paragraph link information can be generated respectively. The specific splitting principle can be configured as needed. For example, in the case where the entire task includes multiple subtasks, the entire segment of data can be split according to the subtasks, and each subtask can be split into a segment of original performance data. In this regard, in practice, it is also possible to directly record a segment of original performance data for each subtask, so that the data splitting is naturally completed in the recording stage. For another example, the entire segment of data can be split according to a fixed duration, and the present disclosure does not limit this.

[0049] In addition, in the case where the original performance data involves data of different modalities, the above two division examples can be combined. On the basis of data division according to modality, the original performance data of each modality can be further split into multiple segments from the time dimension. Of course, it is also possible to split only from the time dimension so that each segment of the split data contains data of multiple modalities at the same time. The present disclosure does not limit the specific division method of the original performance data.

[0050] For the case where the link information includes a QR code, in some embodiments, optionally, the original performance data includes audio data, which can be obtained by recording the process of the subject performing a mental and psychological test task. Step S103 includes: generating an audio QR code embedded with an audio access link, wherein the audio access link points to the audio data stored in the storage device, and the audio QR code is used for the electronic device to scan and play the audio data. The data volume of the audio data is often large, exceeding the data volume range that the QR code can carry. By using a conventional link QR code, that is, embedding the audio access link pointing to the audio data into the audio QR code, the viewer can use the electronic device to scan the code to access and obtain and play the audio data, meeting the access requirements of the audio data. It should be understood that for the case where the original performance data includes other data, such as the aforementioned image data, video data, etc., an image QR code or a video QR code embedded with a corresponding data access link can also be generated for displaying the image data or playing the video data after the electronic device scans, which is also an implementation of the present disclosure and falls within the scope of protection of the present disclosure. It should also be understood that when an electronic device scans a code to play audio data, it can be played online by streaming the data to the electronic device through a network, or it can first download the audio data to the electronic device for local playback. The same is true for displaying image data and playing video data, and the present disclosure does not limit this.

[0051] In other embodiments, optionally, the original performance data also includes audio data, and step S103 includes: performing speech recognition processing on the audio data to obtain the audio start time information, audio end time information, each word text appearing in the audio, and time information of each word text as word text data; generating a text QR code embedded with the word text data, and the text QR code is used for electronic devices to display the word text data after scanning. By breaking the conventional thinking, performing speech recognition on the audio data to obtain each word text appearing in the audio, and recording in detail the time information of each word text and the start time information and end time information of the audio, the content of the audio data can be reflected in the form of text, and the viewer's goal of looking back on the task site is often to understand whether the subject actively stated the content and cooperated in performing the task, so the word text with time information can basically meet the needs of the viewer to look back on the task site. At this time, since the amount of text data is small and within the range of data that can be carried by the QR code, the word text data can be directly embedded in the text QR code. On the one hand, the electronic device that scans the code does not need to access the storage device, reducing the requirements for the network environment and improving the convenience of obtaining the original performance data. On the other hand, the viewer can intuitively and efficiently view the complete content of the subject's statement without having to play or listen to the audio one by one, which improves the viewer's processing efficiency. It should be understood that in the case where the original performance data includes video data, audio data can also be extracted from the video data, and then the operation of the current embodiment is performed to generate a text QR code. This is also an implementation method of the present disclosure and falls within the protection scope of the present disclosure.

[0052] It should also be understood that there is no contradiction between the above two embodiments, so one or the other can be used simultaneously, that is, an audio QR code and a text QR code are generated simultaneously and displayed separately in the report, such as but not limited to adding text descriptions for viewers to scan on demand, such as using text QR codes when the network is not good, and using word text data as a supplementary reference when the audio content is not heard clearly, which improves the flexibility of the solution and meets different information tracing needs.

[0053] Step S104, generating a psychoanalysis report including link information.

[0054] Optionally, step S104 includes: performing permission management on the link information based on the access control mechanism to obtain secure link information so that the original performance data can only be accessed by authorized users or authorized electronic devices; and generating a psychoanalysis report containing the secure link information. By performing permission management on the link information based on the access control mechanism, the access rights of different users or electronic devices to the original performance data can be controlled, thereby improving data security.

[0055] As an example, specific methods of rights management include, but are not limited to, adding identity authentication (for example, including but not limited to password authentication, biometric authentication, and other authentication methods), adding the identifier of the authorized user or electronic device to the access whitelist, encrypted transmission, and the like. Accordingly, users or electronic devices that pass identity authentication can access data, users or electronic devices whose user identifiers or electronic device identifiers are in the access whitelist can access data, and users or electronic devices with the key required to decrypt data can successfully decrypt and read data. Furthermore, different degrees of authority can also be set for different users or electronic devices, for example, including but not limited to configuring access rights to the original performance data of subjects in different ranges for doctor users and scientific researchers in different departments, different projects, and different ranks, and the present disclosure does not limit this. It should be understood that for the original performance data recorded by performing mental and psychological testing tasks on subjects in different institutions, whether these data can be accessed depends only on whether the user or electronic device performing the access operation has access rights, and does not depend on whether the user or electronic device performing the access operation belongs to the institution that recorded the data. For example, for each institution that stores its recorded original performance data on the server of a third-party service provider and opens access rights (hereinafter referred to as open institutions), users or electronic devices in these open institutions can access each other's original performance data stored on the third-party server; for another example, although multiple institutions each use private servers, these institutions support data interaction, such as supporting data interaction through API (Application Programming Interface), thereby supporting cross-platform access and multi-device synchronization, then the users or electronic devices of these institutions can also access each other's original performance data on each other's private servers; for another example, if an institution uses a local storage device or a private server and the data is not open to the public, then the original performance data of the institution can only be accessed by the users or electronic devices of the institution, and cannot be accessed by users or electronic devices of other institutions.

[0056] According to the method for generating a psychopsychological analysis report of an exemplary embodiment of the present disclosure, by adding link information of the subject's original performance data to the psychopsychological analysis report, the report viewer can understand the subject's on-site performance, thereby conveniently obtaining first-hand information without directly contacting the task data, which helps doctors or scientific researchers to trace back the task site and determine the subject's cooperation, thereby understanding the quality of the collected data, which can not only provide a guarantee for manual inspection of the analysis results in the report, but also provide a reliable basis for further in-depth diagnosis and scientific research.

[0057] Next, a method for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure is further introduced.

[0058] In some embodiments, optionally, the original performance data includes audio data, and the method for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure further includes: performing natural language processing (NLP) on the audio data to obtain the value of the quality indicator, wherein the quality indicator is used to reflect whether the subject cooperates with the task; and adding the value of the quality indicator to the psychoanalysis report. Natural language processing is a technology in the field of artificial intelligence, which aims to allow computers to understand, interpret and generate human language. In the psychoanalysis task, it can be used to analyze the non-emotional and emotion-related key features of the subject's language and the context it contains. As mentioned above, considering that the goal of the viewer to trace back the task site is often to understand whether the subject actively states the content and cooperates with the task, based on this, by further natural language processing of the audio data, the value of the quality indicator is analyzed, and the quantitative analysis of the audio data content can be achieved, providing certain information references for the viewer, helping the viewer to understand the quality of the collected data, and achieving a balance between full artificial intelligence analysis and full manual inspection. Specifically, the audio data can be firstly processed by voice recognition, converted into text data, and then processed by natural voice. As an example, for the aforementioned embodiment in which the link information includes a text QR code, the word text data corresponding to the audio data may be obtained first, and then natural speech processing may be performed on the word text data.

[0059] Further optionally, the mental psychology test task includes multiple sub-tasks; the audio data includes multiple audio segment data corresponding to the multiple sub-tasks, and each audio segment data is obtained by recording the process of the subject performing the corresponding sub-task.

[0060] In the case where the audio data includes the above-mentioned multiple audio segment data, in some embodiments, optionally, the number of link information is one, which is used to obtain all the multiple audio segment data.

[0061] In other embodiments, optionally, the link information includes multiple audio segment link information corresponding to multiple audio segment data; the quality indicator value includes multiple groups of quality indicator values ​​corresponding to multiple audio segment link information, wherein adding the quality indicator value to the psychopsychological analysis report includes: adding multiple groups of quality indicator values ​​to the psychopsychological analysis report, and arranging them in one-to-one correspondence with the multiple audio segment link information. By obtaining the corresponding audio segment data, audio segment link information, and quality indicator value for each subtask in the psychopsychological test task, and arranging the audio segment link information and quality indicator value in the report according to the subtask to which they belong, the relevant situation of each subtask can be intuitively reflected in the report, which can provide a more detailed quality reference for each subtask and facilitate the viewer to switch to view the on-site performance of the subject in different subtasks as needed.

[0062] It should be understood that, for the aforementioned embodiment in which the link information includes an audio QR code, a subtask audio QR code will be generated for the audio segment data corresponding to each subtask; for the aforementioned embodiment in which the link information includes a text QR code, speech recognition processing will be performed on the audio segment data corresponding to each subtask to obtain the audio segment start time information, audio segment end time information, each word text appearing in the audio segment, and the time information of each word text of each audio segment data as the subtask word text data, and generate a corresponding subtask text QR code.

[0063] In some further embodiments, optionally, the link information includes multiple audio segment link information, and the number of the multiple audio segment link information is less than the number of the multiple audio segment data, each audio segment link information is used to obtain at least one audio segment data, and the value of the quality indicator refers to the other embodiment mentioned above, and may include multiple groups of quality indicator values ​​corresponding one-to-one to the multiple audio segment link information, each group of quality indicator values ​​is obtained by performing natural language processing on at least one audio segment data pointed to by the corresponding audio segment link information, and the multiple groups of quality indicator values ​​are arranged one-to-one with the multiple audio segment link information in the psychopsychological analysis report.

[0064] Regarding the above-mentioned quality indicators, optionally, the mental and psychological test tasks include a verbal fluency task (Verbal Fluency Task, referred to as VFT), which is mainly used to detect the functions of the frontal lobe and temporal lobe of the dominant hemisphere, and mainly evaluates the subject's language ability, semantic memory and executive function, etc., and often includes word formation tasks and description tasks. In the case where the mental and psychological test tasks include verbal fluency tasks, the quality indicators include at least one of the following: speech-to-noise ratio, the number of word formations, the number of de-reorganized words, the spectrum curve, and the positive-negative index, wherein the speech-to-noise ratio is the ratio of the duration of the detected speech to the total duration of the audio, the number of word formations is the number of words stated by the subject in the process of performing a verbal fluency task (for example, a specific word formation task), and the positive-negative index is obtained by counting the positive and negative words in the words stated by the subject, and the positive and negative words are determined according to the word library and / or the emotional dictionary. The speech-to-noise ratio can be used to determine whether the subject cooperates with speaking throughout the whole process. Its value range can be 0-1, and it can also be enlarged, for example, after multiplying by 100, the value range is enlarged to 0-100, where 0 means that no speech is detected in the audio, and the maximum value of the value range, such as 1 or 100, means that the subject is speaking throughout the whole process. The number of word groups is a statistic of the number of words spoken by the subject when performing the task, and the number of de-reorganized words is the number of words after subtracting repeated words from the number of word groups. For example, the number of word groups is 10, but 2 of them are the same words, then after subtracting 1 repeated word, the number of de-reorganized words is 9. The spectrum curve can be obtained by processing the audio data to obtain its spectrum and inverse spectrum, and then drawn. It belongs to the mature technology in this field and will not be described here. The spectrum curve can be specifically applied to the audio data describing the task. As an example, the speech segment in the audio data, that is, the paragraph in which the subject makes a statement, can also be extracted first, and the spectrum curve is generated for the speech segment. The positive and negative index can obtain the degree of manifestation of the subject's positive / negative emotions by counting the positivity and negativity of the words stated by the subject. As an example, the positive and negative index can be the proportion of positive words and / or the proportion of negative words in the words stated by the subject, that is, it can be only the proportion of positive words, it can also be only the proportion of negative words, and it can also include the proportion of positive words and the proportion of negative words at the same time, so as to reflect the degree of manifestation of the subject's positive emotions and / or the degree of manifestation of negative emotions through the corresponding proportions. The positive and negative index can be applied to the audio data of the description task, for example, and can also be applied to the audio data of the word formation task.

[0065] In some embodiments, optionally, the method for generating a psychoanalysis report according to the exemplary embodiment of the present disclosure further includes: obtaining the identity authentication information of the subject; generating a report identifier of the psychoanalysis report according to the identity authentication information; saving the report identifier to a storage device and associating it with the original performance data. By obtaining the identity authentication information of the subject and generating a unique report identifier based on it, the original performance data can be marked with the report identifier to ensure the reliability of data storage and search. As an example, the identity authentication information includes but is not limited to identity card information and image data of the subject. The identity card information can be acquired through an NFC (Near Field Communication, near field communication technology, where the reading and verification of the identity card information can be achieved through short-range wireless communication) device. The image data of the subject includes but is not limited to facial image data or bust data, which can be acquired through an image acquisition device such as a camera. The present disclosure does not limit the specific content and acquisition method of the identity authentication information. It should be understood that the image data of the subject here can also be used as the original performance data to generate its link information, for example, the image QR code introduced above can be referred to.

[0066] In some embodiments, optionally, the method for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure further includes: obtaining near-infrared brain imaging (Functional Near-Infrared Spectroscopy, referred to as fNIRS) data of the subject during the performance of a psychoanalysis test task; generating a near-infrared brain imaging spectrum and analysis result information based on the near-infrared brain imaging data; and adding the near-infrared brain imaging spectrum and analysis result information to the psychoanalysis report. Near Infrared Spectroscopy (NIRS) is a spectral analysis technology that can measure the absorption, reflection or transmission characteristics of a substance within a near-infrared wavelength range (usually 600nm-900nm). In the field of psychoanalysis, by using NIRS to irradiate the prefrontal cortex of the brain, observing the concentration changes of oxygenated hemoglobin and deoxygenated hemoglobin in the prefrontal cortex of the brain during a verbal fluency task, near-infrared brain imaging data is obtained, which can reflect the emotional characteristics of the subject and the ability to regulate emotions. By acquiring and analyzing near-infrared brain imaging data, the obtained information can be added to the report as the main content of the report for auxiliary diagnosis. As an example, the method in the Chinese patent application with application number 202411328316.3 can be used to analyze the near-infrared brain imaging data. Of course, other reasonable analysis methods can also be used, and the present disclosure does not limit this. As an example, it is also possible to further generate an interpretation text based on all the information in the report using AIGC (Artificial Intelligence Generated Content) technology, and add it to the generated psychoanalysis report.

[0067] It should be understood that in addition to the information described in the above embodiments, the psychoanalysis report generated according to the exemplary embodiment of the present disclosure may also contain other reasonable information, such as but not limited to information of other similar cases, previous test information of the subject, link information of the previous psychoanalysis report of the subject, other examination results of related departments, information filled in by the subject, etc. The source of this information may be the aforementioned storage device for storing the original performance data, or other storage devices, and the present disclosure does not limit this. In addition, similar to the access control processing performed on the link information of the original performance data described above, different display settings can also be made for different information in the psychoanalysis report, such as distinguishing all information into public information and non-public information, public information can be displayed on any terminal, and can be displayed in a printed paper report, and non-public information (such as but not limited to medication recommendation information, etc.) can only be displayed in the form of an electronic report on an authorized terminal (such as a doctor's terminal), which can provide a reference for doctors and reduce the risk of adverse consequences (such as subjects taking medication according to medication recommendation information) caused by the subject's exposure to the information.

[0068] Figure 2 is a block diagram illustrating an apparatus for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure.

[0069] Reference Figure 2 The device 200 for generating a psychoanalysis report includes a first acquisition unit 201, a first storage unit 202, a first generation unit 203, and a second generation unit 204.

[0070] The first acquisition unit 201 can acquire the original performance data of the subject, wherein the original performance data is obtained by recording the performance of the subject in the process of performing the mental and psychological test task.

[0071] The first saving unit 202 can save the original performance data to a storage device.

[0072] The first generating unit 203 may generate link information for obtaining the original performance data, wherein the number of link information is at least one. When the number of link information is greater than one, each link information is used to obtain a portion of the original performance data.

[0073] The second generating unit 204 may generate a psychoanalysis report including link information.

[0074] Optionally, the original performance data includes audio data, and the generating device further includes: a processing unit can perform natural language processing on the audio data to obtain the value of a quality indicator, wherein the quality indicator is used to reflect whether the subject cooperates in performing the task; the second generating unit 204 can also add the value of the quality indicator to the psychopsychological analysis report.

[0075] Optionally, the mental health test task includes multiple subtasks; the audio data includes multiple audio segment data corresponding one-to-one to the multiple subtasks, and each audio segment data is obtained by recording the process of the subject performing the corresponding subtask; the link information includes multiple audio segment link information corresponding one-to-one to the multiple audio segment data; the quality indicator value includes multiple groups of quality indicator values ​​corresponding one-to-one to the multiple audio segment link information, and the second generation unit 204 can also add multiple groups of quality indicator values ​​to the mental health analysis report, and arrange them one-to-one with the multiple audio segment link information.

[0076] Optionally, the mental health test task includes a speech fluency task, and the quality indicators include at least one of the following: speech-to-noise ratio, number of word groups, number of de-reorganized words, spectrum curve, and positive-negative index, wherein the speech-to-noise ratio is the ratio of the duration of detected speech to the total duration of audio, the number of word groups is the number of words stated by the subject in the process of performing the speech fluency task, and the positive-negative index is obtained by counting the positive and negative words in the words stated by the subject, and the positive and negative words are determined according to a word library and / or a sentiment dictionary.

[0077] Optionally, the link information includes a QR code.

[0078] Optionally, the original performance data includes audio data, and the first generation unit 203 can also generate an audio QR code embedded with an audio access link, wherein the audio access link points to the audio data stored in the storage device, and the audio QR code is used for the electronic device to scan and play the audio data.

[0079] Optionally, the original performance data includes audio data, and the first generation unit 203 can also: perform speech recognition processing on the audio data to obtain the audio start time information, audio end time information, each word text appearing in the audio, and time information of each word text as word text data; generate a text QR code embedded with the word text data, and the text QR code is used for electronic devices to display the word text data after scanning.

[0080] Optionally, the second generation unit 204 may also: perform permission management on the link information based on the access control mechanism to obtain secure link information so that the original performance data can only be accessed by authorized users or authorized electronic devices; and generate a psychopsychological analysis report containing the secure link information.

[0081] Optionally, the device 200 for generating a psychoanalysis report further includes a second acquisition unit, a third generation unit, and a second storage unit (all not shown in the figure). The second acquisition unit can acquire the subject's identity authentication information; the third generation unit can generate a report identifier of the psychoanalysis report based on the identity authentication information; the second storage unit can save the report identifier to a storage device and associate it with the original performance data.

[0082] Optionally, the device 200 for generating a psychoanalysis report further includes a third acquisition unit and a fourth generation unit (not shown in the figure). The third acquisition unit can acquire near-infrared brain imaging data of the subject during the execution of the psychoanalysis test task; the fourth generation unit can generate near-infrared brain imaging maps and analysis result information based on the near-infrared brain imaging data; the second generation unit 204 can also add the near-infrared brain imaging maps and analysis result information to the psychoanalysis report.

[0083] The above has been referred to Figure 1 to Figure 2 A method and apparatus for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure are described.

[0084] Figure 2 Each unit in the illustrated device for generating a psychoanalysis report may be configured as software, hardware, firmware, or any combination of the above items to perform a specific function. For example, each unit may correspond to a dedicated integrated circuit, or may correspond to a pure software code, or may correspond to a module combining software and hardware. In addition, one or more functions implemented by each unit may also be uniformly executed by components in a physical entity device (e.g., a processor, a client, or a server, etc.).

[0085] In addition, refer to Figure 1 The described method for generating a psychoanalysis report can be implemented by a program (or instruction) recorded on a computer-readable storage medium. For example, according to an exemplary embodiment of the present disclosure, a computer-readable storage medium storing instructions can be provided, wherein when the instructions are executed by at least one computing device, the at least one computing device is prompted to perform the method for generating a psychoanalysis report according to the present disclosure.

[0086] The computer program in the computer-readable storage medium can be run in an environment deployed in a computer device such as a client, a host, an agent device, a server, etc. It should be noted that the computer program can also be used to perform additional steps in addition to the above steps or perform more specific processing when performing the above steps. The contents of these additional steps and further processing have been described in reference to Figure 1 It is mentioned in the description of the related method, so it will not be repeated here to avoid repetition.

[0087] It should be noted that the various units in the device for generating a psychopsychological analysis report according to the exemplary embodiment of the present disclosure can completely rely on the operation of a computer program to realize the corresponding functions, that is, each unit corresponds to each step in the functional architecture of the computer program, so that the entire system is called through a special software package (for example, a lib library) to realize the corresponding functions.

[0088] on the other hand, Figure 2 The various units shown may also be implemented by hardware, software, firmware, middleware, microcode, or any combination thereof. When implemented by software, firmware, middleware, or microcode, the program code or code segment for performing the corresponding operation may be stored in a computer-readable medium such as a storage medium, so that the processor may perform the corresponding operation by reading and running the corresponding program code or code segment.

[0089] For example, an exemplary embodiment of the present disclosure may also be implemented as a computing device, which includes a storage component and a processor, wherein a set of computer-executable instructions is stored in the storage component. When the set of computer-executable instructions is executed by the processor, a method for generating a psychopsychological analysis report according to an exemplary embodiment of the present disclosure is executed.

[0090] Specifically, the computing device can be deployed in a server or client, or can be deployed on a node device in a distributed network environment. In addition, the computing device can be a PC, a tablet device, a personal digital assistant, a smart phone, a web-based psychoanalysis report generation, or other devices capable of executing the above instruction set.

[0091] Here, the computing device is not necessarily a single computing device, but may also be any device or circuit collection that can execute the above instructions (or instruction sets) individually or jointly. The computing device may also be part of an integrated control system or system manager, or may be configured as a portable electronic device that is interconnected with a local or remote (e.g., via wireless transmission) interface.

[0092] In a computing device, a processor may include a central processing unit (CPU), a graphics processing unit (GPU), a programmable logic device, a dedicated processor system, a microcontroller, or a microprocessor. By way of example and not limitation, a processor may also include an analog processor, a digital processor, a microprocessor, a multi-core processor, a processor array, a network processor, etc.

[0093] According to the exemplary embodiment of the present disclosure, some operations described in the method for generating a psychopsychological analysis report may be implemented by software, some operations may be implemented by hardware, and furthermore, these operations may be implemented by a combination of software and hardware.

[0094] The processor may execute instructions or codes stored in one of the storage components, which may also store data. Instructions and data may also be sent and received over a network via a network interface device, which may employ any known transmission protocol.

[0095] The storage component may be integrated with the processor, for example, RAM or flash memory is arranged within an integrated circuit microprocessor, etc. In addition, the storage component may include a separate device, such as an external disk drive, a storage array, or any other storage device that can be used by a database system. The storage component and the processor may be operatively coupled, or may communicate with each other, such as through an I / O port, a network connection, etc., so that the processor can read files stored in the storage component.

[0096] In addition, the computing device may also include a video display (such as a liquid crystal display) and a user interaction interface (such as a keyboard, a mouse, a touch input device, etc.) All components of the computing device may be connected to each other via a bus and / or a network.

[0097] The method for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure can be described as various interconnected or coupled functional blocks or functional diagrams. However, these functional blocks or functional diagrams can be equally integrated into a single logical device or operated according to non-exact boundaries.

[0098] Therefore, refer to Figure 1 The described method for generating a psycho-psychological analysis report can be implemented by a system including at least one computing device and at least one storage device storing instructions. The system can be named, for example, a psycho-psychological analysis report generation system, or can be named by other names.

[0099] According to an exemplary embodiment of the present disclosure, at least one computing device is a computing device for executing the method for generating a psychoanalysis report according to an exemplary embodiment of the present disclosure, and a computer executable instruction set is stored in the storage device. When the computer executable instruction set is executed by the at least one computing device, the execution reference Figure 1 The described method for generating a psychoanalytic report.

[0100] Optionally, the system further includes: a signal collector, which is used to collect original performance data during the subject's performance of the mental and psychological test task and send it to at least one computing device. By configuring a signal collector in the system to collect the subject's original performance data and send it to the computing device, the stable acquisition of the original performance data can be guaranteed. It should be understood that the signal collector can be connected to a device that captures the original performance data (for example, including but not limited to a sound pickup device for capturing audio data) to achieve data collection and transmission. For systems that do not include a signal collector, additional similar devices are required for collecting and sending data. It should be understood that the signal collector can also be connected to a device (for example, including but not limited to a near-infrared brain functional imaging device) that captures test data (for example, including but not limited to near-infrared brain imaging data) to achieve the collection and transmission of test data.

[0101] Optionally, the signal collector is also used to collect the subject's identity authentication information and send it to at least one computing device. For embodiments that require the collection of identity authentication information, by using the signal collector to collect and send the information, it is possible to achieve unified collection and sending of various data by the signal collector. As an example, for embodiments in which the identity authentication information includes identity card information collected by an NFC device and subject image data collected by a camera, the signal collector is connected to the NFC device and the camera.

[0102] Next, a system for generating a psychoanalysis report according to a specific embodiment of the present disclosure is introduced.

[0103] This specific embodiment provides a system with network access, which can present the analysis data in the speech fluency task report in near-infrared brain functional imaging in a multi-modal manner, still based on the form of paper reports, and has the capabilities of report verification, report backtracking, audio and video information processing results, etc.

[0104] like Figure 3 As shown, the system is based on a combination of a computing device 1 that can access different devices and networks and a local terminal 3 (located in the local network), and also includes a signal collector 2.

[0105] The computing device 1 is deployed at the task site and plays its role at the beginning, during and after the speech fluency task (VFT task) in cooperation with the subject, and is used to process data, perform file saving operations and generate reports. The computing device 1 also includes a number of signal acquisition devices, which can automatically obtain the required data from the signal collector 2, and there is no necessary order for the acquisition of data. In addition, the computing device 1 can also send instructions for collecting data to the signal collector 2 to control the signal collector 2 to collect data according to the instructions, that is, the computing device 1 can interact with the signal collector 2.

[0106] The data sources at the task site include: a near-infrared brain functional imaging device 21, which outputs near-infrared brain imaging data through a compatible interface; a VFT stimulation task camera 22, which is used to capture images of the subjects, such as but not limited to facial images, busts, and sitting images, and can be captured before the task starts or during the task; a microphone 23, which is used to capture the subject's audio during the VFT task and the voice output contained therein (such as descriptions and word formations); an authentication source 24, which uses NFC to obtain the subject's ID card information, for example, the subject's ID card information can be obtained before the VFT task starts, and of course it can also be obtained at other times, such as after the task ends.

[0107] The computing device 1 can realize the acquisition of basic authentication information. Specifically, the ID card information and the image of the subject can be saved as identity authentication information to the local terminal 3. A unique code can be generated based on the identity authentication information as a report identifier, which can be saved to the local terminal 3. The image access link pointing to the image of the subject in the local terminal 3 can be embedded in the image QR code. Of course, this means that the computing device 1 can also obtain the image access link from the local terminal 3 to generate the image QR code, that is, the computing device 1 can interact with the local terminal 3. The generation of other link information is similar and will not be explained one by one.

[0108] The computing device 1 also obtains near-infrared brain imaging data at the near-infrared brain functional imaging device 21 through a dedicated interface. The data can be obtained in real time or once after the task is completed. The obtained near-infrared brain imaging data will be saved to the local terminal 3. The computing device 1 also uses the method in the Chinese patent application with application number 202411328316.3 to process the near-infrared brain imaging data to obtain a near-infrared brain imaging spectrum, and can classify the symptoms of patients with mental illness based on the spectrum and refer to the hyperbolic symptom waveform to obtain the classification results (i.e., analysis result information), which can be used for auxiliary diagnosis. The near-infrared brain imaging spectrum and analysis result information can be cached in the memory of the computing device 1 and called when a report is generated later.

[0109] The computing device 1 can also realize VFT task decomposition and audio data acquisition, specifically, all the audio segment data recorded by the compatible microphone 23 for each subtask during the VFT task are saved to the local terminal 3. The computing device 1 can also realize voice data analysis to obtain the value of the quality index. Specifically, the natural speech processing technology can be used to analyze each audio segment data to obtain the value of the non-emotional quality index and the emotional quality index.

[0110] Non-emotional quality indicators include speech-to-noise ratio, number of word groups, number of unreorganized words, and spectrum curve. The speech-to-noise ratio is used to determine whether the subject cooperates with the speech throughout the whole process, ranging from 0 to 100, where 0 means that no speech is detected at all, and 100 means that the subject is speaking without pause throughout the whole process. The number of word groups is obtained by counting the number of word groups in each subtask, generally ranging from 1 to 20. The number of unreorganized words is the result of removing repeated words from all word groups. In the description task, the spectrum and cepstrum of each segment of speech are obtained, and a spectrum curve is generated. Emotional quality indicators include positive and negative indicators, which can be used to identify emotions based on the vocabulary library and emotional dictionary, and the number of positive and negative words in the description task is counted to obtain the degree of exposure of positive and negative emotions, which are 0%-100% respectively.

[0111] The computing device 1 can also use AIGC technology to generate interpretation text.

[0112] The computing device 1 finally summarizes all the information, generates a report 4, and outputs it through a printer or screen. The form of the report 4 is, for example, Figure 4 As shown, from top to bottom are: hospital name or institution name 41, basic identity information and demographic information of the subject 42 (including an image QR code, scanning the image QR code in a valid network can view images of the subject during the task execution process), near-infrared brain imaging atlas 43, analysis result information 44, speech analysis information 45 (including subtask audio QR code and values ​​of quality indicators such as spectrum curves, scanning the subtask audio QR code in a valid network can play the corresponding audio segment data through the speaker of the electronic device).

[0113] Authorized doctors and personnel can trace back the entire task process through reports without directly contacting the task data. In addition, during the execution of the task, the computing device 1 can also be connected to an external output device (such as but not limited to a display, a speaker, etc.) to output the acquired data in real time, thereby providing a function of directly tracing back the data at the task site.

[0114] According to an exemplary embodiment of the present disclosure, a computer program product may also be provided, including instructions, which, when executed by at least one computing device, prompt the at least one computing device to execute the method for generating a psychopsychological analysis report according to the present disclosure.

[0115] The above describes various exemplary embodiments of the present disclosure, and it should be understood that the above description is only exemplary and not exhaustive, and the present disclosure is not limited to the disclosed exemplary embodiments. Without departing from the scope and spirit of the present disclosure, many modifications and changes are obvious to those of ordinary skill in the art. Therefore, the scope of protection of the present disclosure should be based on the scope of the claims.

Claims

1. A method for generating a psychoanalysis report, characterized in that: include: Obtaining original performance data of the subject, wherein the original performance data is obtained by recording the performance of the subject in the process of performing the mental and psychological test task; Saving the raw performance data to a storage device; Generate link information for obtaining the original performance data, wherein the number of the link information is at least one, and when the number of the link information is greater than one, each link information is used to obtain a portion of the original performance data; A psychoanalytic report is generated containing the linked information.

2. The generation method according to claim 1, characterized in that: The original performance data includes audio data, and the generation method further includes: Performing natural language processing on the audio data to obtain a value of a quality indicator, wherein the quality indicator is used to reflect whether the subject cooperates in performing the task; The value of the quality indicator is added to the psycho-psychological analysis report.

3. The generation method according to claim 2, characterized in that: The mental and psychological test task includes a plurality of subtasks; the audio data includes a plurality of audio segment data corresponding to the plurality of subtasks, each audio segment data being obtained by recording a process of a subject performing a corresponding subtask; the link information includes a plurality of audio segment link information corresponding to the plurality of audio segment data; the value of the quality indicator includes a plurality of groups of quality indicator values ​​corresponding to the plurality of audio segment link information, wherein the adding the value of the quality indicator to the mental and psychological analysis report includes: The multiple groups of quality indicator values ​​are added to the psycho-psychological analysis report and arranged in one-to-one correspondence with the multiple audio segment link information.

4. The generation method according to any one of claims 1 to 3, characterized in that: The link information includes a QR code, and the original performance data includes audio data, wherein generating the link information for obtaining the original performance data includes: generating an audio QR code embedded with an audio access link, wherein the audio access link points to the audio data stored in the storage device, and the audio QR code is used for an electronic device to scan and play the audio data, and / or Performing speech recognition processing on the audio data to obtain audio start time information, audio end time information, each word text appearing in the audio, and time information of each word text of the audio data as word text data; A text two-dimensional code embedded with the word text data is generated, and the text two-dimensional code is used for displaying the word text data after being scanned by an electronic device.

5. The generation method according to any one of claims 1 to 3, characterized in that: The generating of the psychoanalysis report containing the link information comprises: Based on the access control mechanism, the link information is managed for rights to obtain secure link information, so that the original performance data can only be accessed by authorized users or authorized electronic devices; A psychoanalytic report is generated containing said secure link information.

6. The generation method according to any one of claims 1 to 3, characterized in that: The generating method further comprises: Obtain the subject's identity authentication information; Generating a report identification of the psycho-psychological analysis report according to the identity authentication information; The report identifier is saved to the storage device and associated with the raw performance data.

7. A device for generating a psychoanalysis report, characterized in that: include: A first acquisition unit is configured to acquire original performance data of the subject, wherein the original performance data is obtained by recording the performance of the subject in the process of performing the mental and psychological test task; A first saving unit, configured to save the original performance data to a storage device; A first generating unit is configured to generate link information for obtaining the original performance data, wherein the number of the link information is at least one, and when the number of the link information is greater than one, each link information is used to obtain a portion of the original performance data; The second generating unit is configured to generate a psychoanalysis report containing the link information.

8. A computer-readable storage medium storing instructions, characterized in that: When the instructions are executed by at least one computing device, the at least one computing device is prompted to execute the method for generating a psychopsychological analysis report as claimed in any one of claims 1 to 6.

9. A system comprising at least one computing device and at least one storage device storing instructions, characterized in that: When the instructions are executed by the at least one computing device, the at least one computing device is prompted to execute the method for generating a psychopsychological analysis report according to any one of claims 1 to 6.

10. A computer program product comprising instructions, characterized in that When the instructions are executed by at least one computing device, the at least one computing device is prompted to execute the method for generating a psychopsychological analysis report as claimed in any one of claims 1 to 6.

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