CN113287175A - Interactive health status evaluation method and system thereof - Google Patents
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Abstract
An interactive health status assessment system, comprising: a dialog design database having a plurality of health status assessment questions presented via a data output interface; a multi-mode data input interface for receiving the reply message; the identification module is used for judging the type of the reply information; the system comprises a semantic understanding module, a health state evaluation module and a display module, wherein the semantic understanding module is used for capturing keywords from reply information of character types, and the health state evaluation module is used for generating a first evaluation result according to the reply information of numerical state, generating a second evaluation result according to the keywords and outputting an evaluation report according to the evaluation result; the control module selectively notifies the health assessment module to output an assessment report or to select another health assessment question from a list of health assessment questions.
Description
Technical Field
The present invention relates to health status evaluation, and more particularly, to an interactive health status evaluation system and method.
Background
The arrival of the aging society makes the long-term care of silver hair families become one of the most concerned subjects of the modern society and families. On the other hand, under the rapid development of interaction between the robot and the human intelligence, the home care service provided by the robot is more and more diversified, for example, the robot with the home health care and accompanying function can assist children to care elders or solitary adults, and the way of technologically processing the advanced care work can relieve the pressure of the shortage of the elders. In the medical care place, the robot can assist medical care personnel to carry out health education with high repeatability, so that the medical care personnel can be more concentrated on individual care requirements of patients to improve and optimize the medical quality.
However, existing systems that combine artificial intelligence with healthcare lack an interaction mechanism with the cared subject. We communicate using text, which is a form of unstructured data. If the software of the system is designed to lack deep semantic understanding, the system can only rely on the experience of similar things or similar users for judgment. Thus, the systems are often unable to provide a smarter health status assessment result based on current user preferences, causality and context, and it is often difficult to accurately detect the user's intent when interacting with the user.
Disclosure of Invention
In view of the above, the present disclosure provides an interactive health assessment system and an interactive health assessment method, so as to solve the above-mentioned problems.
An interactive health status evaluation method according to an embodiment of the invention includes: selecting a health status evaluation question from a dialog design database and presenting the health status evaluation question through a data output interface, wherein the dialog design database comprises a plurality of health status evaluation questions, each health status evaluation question has a continuation item, and the continuation items correspond to zero or at least one other health status evaluation question in the dialog design database; after the data output interface presents the health status evaluation question, the multi-mode data input interface receives the reply message; the identification program judges the type of the reply information; when the reply information belongs to the numerical value type, the health state evaluation program generates a first evaluation result according to the reply information and the numerical value rule and stores the first evaluation result in a temporary storage space; when the reply information belongs to the character type, the semantic understanding program retrieves a keyword from the reply information, and the health state evaluation program generates a second evaluation result according to the keyword and stores the second evaluation result in a temporary storage space; after the first evaluation result or the second evaluation result is generated, whether an interaction ending signal is received or not is judged; when the interaction ending signal is received, the health state evaluation program outputs an evaluation report according to the data in the temporary storage space; when the interaction end signal is not received, another health status assessment question is selected from the successive items of health status assessment questions.
An interactive health status evaluation system according to an embodiment of the present invention includes: a dialog design database including a plurality of health status assessment questions, each health status assessment question having a continuation item corresponding to zero or at least one other health status assessment question in the dialog design database; a data output interface, which is connected to the dialog design database in a communication manner and is used for presenting the health status evaluation problem; a multi-mode data input interface for receiving the reply message; the identification module is in communication connection with the multi-mode data input interface and is used for judging whether the reply information belongs to a character type or a numerical value type; the semantic understanding module is in communication connection with the identification module and is used for capturing keywords from the reply information belonging to the character types; the health state evaluation module is in communication connection with the identification module and the semantic understanding module and is used for generating a first evaluation result from the reply information belonging to the numerical state and the numerical rule, generating a second evaluation result according to the keyword, storing the first and second evaluation results into the temporary storage space and outputting an evaluation report according to the data of the temporary storage space; and the control module is in communication connection with the conversation design database, the multi-mode data input interface and the health state evaluation module, and is used for informing the health state evaluation module to output an evaluation report when receiving the interaction completion signal. And selecting another health status assessment question from the succession of health status assessment questions when the interaction completion signal is not received.
By the above-mentioned techniques, the interactive health status assessment system and the method thereof disclosed by the present disclosure can understand the meaning and understand the intention and demand of the user through user dialogue.
The foregoing description of the disclosure and the following detailed description are presented to illustrate and explain the principles and spirit of the disclosure and to provide further explanation of the scope of the disclosure.
Drawings
FIG. 1A is a block diagram of an interactive health assessment system according to an embodiment of the present disclosure.
FIG. 1B is a block diagram of an interactive health assessment system according to another embodiment of the present disclosure.
FIG. 2 is a flowchart illustrating an interactive health assessment method according to an embodiment of the present disclosure.
Detailed Description
The detailed features and advantages of the present disclosure are described in detail below in the embodiments of the present disclosure. Those skilled in the art will readily appreciate the features and advantages associated with the present disclosure. The following examples are intended to describe the present disclosure in more detail, but not to limit the scope of the invention in any way.
The interactive health status evaluation system and the method thereof disclosed by the invention not only pay special attention to the interactivity between the system and the user, but also grasp the health status of the user through the interactive question and answer designed by the invention. The following description first describes a hardware architecture embodiment of the interactive health status assessment system and functions of each element in the system, then introduces another hardware architecture embodiment and application scenarios thereof, and finally introduces an interactive health status assessment method executed based on the system.
Referring to fig. 1A, an interactive health status evaluation system according to an embodiment of the invention is shown, including: a dialog design database 102, a recognition module 104, a semantic understanding module 106, a health status evaluation module 108, a data output interface 202, a multi-modal data input interface 204, and a control module 206. Specifically, the dialog design database 102 may be implemented by a memory device; the recognition module 104, the semantic understanding module 106, the health status evaluation module 108, and the control module 206 may be implemented by separate computing devices or integrated into a single computing device.
The dialog design database 102 stores a plurality of health status assessment questions in the form of data tables. Each health assessment question has a continuation item. The continuation items correspond to zero or at least one other health assessment question in the dialog design repository 102. In one embodiment, each health assessment question also has a response keyword corresponding to a continuation item. In another embodiment, each health assessment question also has a trigger key vocabulary.
Please refer to the following table I, the example of the data table in the dialog design database 102. In one embodiment, all the health assessment questions in the dialog design library 102 belong to a plurality of intentions, such as sleep, blood glucose, blood pressure, end answers …, and the like. In the data table, each health status evaluation question corresponds to a number and a question script. The purpose of the remaining fields in the data sheet will be described later together with the function of other modules.
Table one: examples of tables in the dialog design database 102.
Please continue to refer to fig. 1A. The data output interface 202 is electrically connected to the dialog design database 102 and is in communication with the dialog design database 102, and the data output interface 202 is used for presenting the selected health status assessment questions to the user for viewing or listening. In practice, the data output interface 202, such as a screen or a speaker, displays the selected health status assessment questions in the form of text, image, animation or voice. Although the present disclosure is directed to media illustrating the hardware type and output issues of the data output interface 202, it is not so limited.
After the user is informed of the health assessment questions from the data output interface 202, the interactive health assessment system of one embodiment of the present invention provides the multi-modal data input interface 204 to receive the reply message from the user. In practice, the multimodal data input interface 204 may employ hardware devices such as: a microphone, a camera device, a touch screen, a physiological information measuring instrument (such as a blood glucose meter) or a computer peripheral device; the output mode for receiving the reply message is, for example: voice input, image input, screen click input, bluetooth transmission or wireless transmission; the data format of the reply message includes: sound, image, trigger signal, text or number, etc.
Please continue to refer to fig. 1A. The recognition module 104 is communicatively connected to the multimodal data input interface 204, and the recognition module 104 is configured to execute a recognition procedure, such as software or program code, running on the processor. The identification program is used for judging whether the reply message belongs to a text type or a numerical type. For example, the voice signal received by the microphone (multi-modal data input interface 204) is converted into text, or the electronic signal measured by the blood glucose meter is converted into numerical value. Specifically, the data of numerical type represents, for example, body temperature, blood pressure, heart rate and respiration rate of Vital Signs (Vital Signs), or physiological data such as blood sugar, blood fat, etc.
Please continue to refer to fig. 1A. The semantic understanding module 106 is electrically connected to the recognition module 104 and communicates with the recognition module 104. The semantic understanding module 106 is used for executing a semantic understanding program, such as software or program code running on a processor or a database with a plurality of keywords. The semantic understanding program is used for extracting one or more keywords from the reply message belonging to the text type. The grammar and the semantic analysis are realized by means of a neural network or a machine learning mode. In other words, the semantic understanding program converts the words into a language frame of thought, and extracts the user's intention and the keywords the user answers to, for example, understand that the user is talking about a sleep question or a blood sugar question.
Please continue to refer to fig. 1A. The health status assessment module 108 is electrically connected to the recognition module 104 and the semantic understanding module 106 and communicates with the recognition module 104 and the semantic understanding module 106 to execute a health status assessment program, such as software or program code running on a processor. The health status evaluation program is used for generating a first evaluation result from the reply information belonging to the numerical status and the numerical rule. For example, the value measured by the blood glucose meter is compared with the pre-stored normal range blood glucose value (value rule) to generate a first evaluation result. In addition, the health status assessment module 108 is also configured to generate a second assessment result according to the keyword and the health status assessment question selected from the dialog design database 102 when the keyword is retrieved by the semantic understanding module 106.
Each time the multimodal data input interface 204 obtains the information input by the user, the health status evaluation module 108 generates at least one of a first evaluation result and a second evaluation result, and stores the evaluation results in the temporary storage space. The user's reply may include only text type data or numerical type data; however, it is also possible to include both. For example: the user tells the system "i did not sleep well last night, should have fever over 38 degrees". In this example, the health status evaluation module 108 will generate the second evaluation result according to the keywords "asleep", "not good", etc., and generate the first evaluation result according to the numerical data of "38 degrees". When the interactive health status evaluation system according to an embodiment of the present disclosure detects that the user completes the health status evaluation process or detects that the user interrupts the health status evaluation process, the health status evaluation module 108 outputs an evaluation report according to the data stored in the temporary storage space. In another embodiment of the present disclosure, the interactive health status assessment system may further comprise a user database for storing historical assessment reports of each user. Therefore, the health status assessment module 108 can also incorporate the previous history data to calculate each time a new assessment report is generated by the system, thereby accurately reflecting the health status of the user.
Please continue to refer to fig. 1A. The control module 206 is communicatively connected to the dialog design database 102, the multimodal data input interface 204 and the health status assessment module 108, so as to integrate the above components to execute the interactive health status assessment process. In practice, the control module 206 is, for example, software or program code running on a processor. Upon receiving the interaction completion signal, the control module 206 notifies the health status evaluation module 108 to output an evaluation report; when the interaction completion signal is not received, the control module 206 selects another health status assessment question from the succession of health status assessment questions. The interaction completion signal is generated by the user through the multimodal data input interface 204, such as pressing a return key on the touch screen or speaking "end interaction" to the microphone; the following conditions may also be detected by the system itself: for example, the user has responded to a certain number of health status assessment questions in the dialog design database 102 to a certain degree of interaction.
The manner in which the control module 206 selects another health status assessment question is described below. In another embodiment of the present invention, the control module 206 further comprises: and judging whether the keywords accord with the response key words or not, and selecting the continuation items corresponding to the response key words when the key characters accord with the response key words. Please review table one, for example, when the currently selected question is Q3: "is you drink caffeine-containing drink before going to sleep yesternight? If "yes" and "no" are included in the response keyword corresponding to Q3, therefore, when the control module 206 determines that the keyword retrieved by the semantic understanding module 106 includes "yes" or "yes", Q7 is selected as the next health status assessment question to ask the user according to the continuation item field of Q3 in table one. When the plurality of question numbers are in the follow-up entry field, one of the question numbers is randomly selected as the next health status assessment question, or the questions are arranged in a queue to sequentially inquire the user.
In another embodiment of the present invention, the control module 206 further performs: and searching a keyword matched with the keyword from the triggering keyword in the health state evaluation problem as another health state evaluation problem. For example: when the question currently selected is Q3, the user does not ask the question directly, but states that he "sweats" last night. When the control module 206 determines that the keywords retrieved by the semantic meaning module 106 include "sweat," then all "trigger keywords" in table one are retrieved and Q7 is found, so Q7 is selected as the next question to ask the user for a health status assessment. In practice, when the user's reply signal includes both the "trigger keyword" and the "response keyword", the user can decide which one of the next selected health assessment questions is to be selected according to the priority of the two, or randomly select one of the questions to ask the user in advance, which is not limited by the invention.
In practice, the questions belonging to the same intention category in the dialog design database 102 are mostly set as other questions of the same intention category by the next question number set in the following item. Therefore, the system can carry out more comprehensive questioning on the questions of the same intention type so as to be capable of deeply mastering the conditions of the user. In yet another embodiment of the present invention, the control module 206 further comprises calculating the user completion for each intent category. The "user completion" is, for example, a percentage of the number of questions the user completes answering divided by the number of questions in the category. Therefore, when the system selects the next health status evaluation question, if the continuation item includes a plurality of candidate question numbers, the system will determine in advance whether the user's completion of the intention category to which the question belongs reaches the preset threshold. If not, the system preferentially selects another question belonging to the same intention type as the current question from the continuous items until the answer completion degree of the user to the intention type reaches the default threshold value, and then the system selects the questions of other intention types for the user to answer continuously. Even though the user may jump the system to the question of other intention categories in advance by the "trigger key words", the system returns to the question of the previous intention category after the completion degree of the jumped intention category is reached, and then the question is asked continuously.
When the continuation item selected from the dialog design repository 102 based on the current health assessment question is empty (e.g., Q99), the system will end the interaction. Such as when the user has completed a certain number of interactive questions and answers, the system determines that sufficient information has been collected and may continue to generate assessment reports for review by the user, thus leaving the flow of interactive questions and answers. Otherwise, in another example, the interactive question-and-answer flow may stop when the user wants to interrupt the interactive question-and-answer. In the interactive question-and-answer process, the control module 206 will provide Q99 in the dialog design database 102 to confirm whether the user has other questions, and if the user selects "No", the interactive question-and-answer will be ended.
According to the mechanism for selecting the next health status assessment question, the interactive health status assessment system described in the embodiment of the present invention can be closer to the user's semantic meaning and understand the user's intention and needs. And provides more accurate health status assessment based on the response information provided by the user.
Referring to fig. 1B, an architecture diagram of an interactive health status assessment system according to another embodiment of the present invention is shown, which includes an assessment apparatus 10 and an interactive apparatus 20 that are communicatively connected to each other, for example, a wired or wireless network connection NC, which is not limited in the present invention.
The evaluation device 10 is, for example, a cloud platform, and includes a dialog design database 102, an identification module 104, a semantic understanding module 106, a health status evaluation module 108, and a communication module 109, and the functions and embodiments of the elements 102 to 108 are described in the foregoing, which are not repeated herein.
Specifically, the communication module 109 is electrically connected to the dialog design database 102 and the health status evaluation module 108. The communication module 109 converts the selected health status assessment questions and assessment reports into data format (e.g., network packets) for transmission to the interaction device 20 via the network connection NC.
In addition, the evaluation device 10 may further include a database such as living resources, learning resources, and content resources, or a corpus, a user database, etc. In the interactive health status assessment system according to an embodiment of the present invention, the user database is communicatively connected to the health status assessment module 108, and the user database is used for searching a storage space corresponding to the user according to the facial image of the user or the voice of the user, and storing the assessment report in the storage space.
The interactive device 20 is, for example, a mobile vehicle (e.g., a robot) or a mobile device (e.g., a smart phone or a tablet computer) that can cooperate with a camera device, and the interactive health status evaluation system is installed on the interactive device 20 in the form of an Application (APP). The interaction device 20 includes: a data output interface 202, a multi-modal data input interface 204, a control module 206, a detection device 208 and a communication module 209. For the functions and embodiments of the elements 202-206, reference is made to the foregoing description, which is not repeated herein. The data output interface 202, the multi-modal data input interface 204, and the control module 206 are all communicatively coupled to the communication module 209, and the control module 206 is further communicatively coupled to the detection device 208.
The detecting device 208, such as a camera or a microphone, is used to obtain image data or audio data, and send the obtained data to the control module 206 to determine whether a user is detected. Specifically, when the image data includes the face image of the user or the voice data includes the voice of the user, the control module 206 selects the health status assessment question from the dialog design database 102 through the network connection NC via the communication module 109.
Based on the above two embodiments, it can be seen that in addition to integrating all the elements of the interactive health status assessment system into the same hardware device, the invention also includes three embodiments as described below.
The first implementation mode comprises the following steps: the system is installed in a mobile carrier with a video device, and the system can detect whether a user is around through the video device, greet the user and start system functions through a conversation or command mode by the video device. After the user operates the system function, the system records the operation process to the cloud database, updates the functions of the relevant elements of the system, and finally derives the chart and the report to provide the user with further learning and reference.
The second embodiment: the system is arranged in the mobile carrier, can actively carry out conversation and interaction with the user, and can know the concept lacking by the user and provide a corresponding learning list for the user through the chat conversation process and the establishment of the knowledge base.
The third embodiment is as follows: the system is arranged in the mobile device, can actively carry out conversation and interaction with the user, and provides an intelligent personalized recommendation list for the user through the establishment of a database of relevant information such as the process, time, situation, life and the like of chat conversation so as to improve the life convenience of the user.
Referring to fig. 2, a flowchart illustrating an interactive health status assessment method according to an embodiment of the invention is shown.
Please refer to step S10: determining whether the user is detected. Specifically, the detecting device 208 obtains image data or audio data; the control module 206 determines whether the image data includes the facial image of the user or the audio data includes the voice of the user. When the image data includes the face image of the user or the audio data includes the voice of the user, the process proceeds to step S12, otherwise, the detection device 208 continues to be used for detection. In addition, the system can actively detect the user and greet the user through the detection device 208, and the user can also directly issue a command to the system through the multi-modal data input interface 204 and then start the system to perform a conversation.
Please refer to step S12: and selecting and presenting health status evaluation problems. Specifically, the system selects a health assessment question from the dialog design database 102 and presents the health assessment question with the data output interface 202.
Please refer to step S14: reply information is received. Specifically, the system receives the user's response information such as voice, image, or physiological measurement signal through the multimodal data input interface 204. Receiving sound data, for example, by a sensing module; receiving a trigger signal through a touch screen; or receives a bluetooth input signal or a wireless input signal through the communication module.
Please refer to step S20: the type of reply message is determined. Specifically, the system determines whether the reply message is of a numeric type or a text type via the recognition module 104. When the reply message belongs to the value type, please refer to step S22, the health status evaluation module 108 generates a first evaluation result according to the reply message and the pre-stored value rule. On the other hand, when the reply message belongs to the text type, please refer to steps S24-S26, the semantic understanding module 106 extracts the keyword from the reply message, and the health status evaluation module 108 generates a second evaluation result according to the keyword. The health status evaluation module 108 also stores at least one of the two evaluation results in a temporary storage space.
Please refer to step S30, determining whether an interaction end signal is received. Specifically, when the interaction end signal is not received, another health status assessment question is selected from the items following the health status assessment question, and the process returns to step S12. Judging whether the interaction ending signal is received or not comprises the following modes: receiving a trigger signal representing the end of the interaction; or successive items of the health status assessment question correspond to zero health status assessment questions.
Conversely, when the system has received the interaction end signal, the health status evaluation module 108 outputs an evaluation report according to the data in the temporary storage space and presents the evaluation report through the data output interface 202, as shown in step S32. In addition, before outputting the evaluation report, searching a storage space corresponding to the user in a user database according to the face image of the user or the voice of the user; and then the evaluation report is stored in the storage space corresponding to the current user.
In summary, the interactive health status assessment system and the method thereof according to the present disclosure can be introduced into a home robot or APP for application at home, so as to alleviate the accompanying requirements of the aging society and the long-term exposure. In addition, the medical nursing field can be applied to replace medical care personnel to carry out health education with high repeatability, and the medical care personnel can be concentrated on individual nursing of patients to improve and optimize the medical quality.
Although the present disclosure is disclosed above in the foregoing embodiments, it is not intended to limit the present invention. Modifications may be made within the scope of the invention without departing from the spirit thereof. Reference is made to the appended patent application for an understanding of the scope of the protection defined by the present disclosure.
Claims (11)
1. An interactive health status assessment method, comprising:
selecting a health status assessment question from a dialog design database and presenting the health status assessment question with a data output interface, wherein the dialog design database comprises a plurality of health status assessment questions, each of the health status assessment questions has a continuation item corresponding to zero or at least one other health status assessment question in the dialog design database;
after the data output interface presents the health status assessment question, a multi-mode data input interface receives reply information;
judging the type of the reply message by an identification program;
when the reply information belongs to the numerical value type, a health state evaluation program generates a first evaluation result according to the reply information and the numerical value rule and stores the first evaluation result in a temporary storage space;
when the reply message belongs to a character type, a semantic understanding program is used for extracting keywords from the reply message, and the health state evaluation program is used for generating a second evaluation result according to the keywords and storing the second evaluation result in the temporary storage space; and
after the first evaluation result or the second evaluation result is generated, judging whether an interaction ending signal is received or not;
when the interaction ending signal is received, the health state evaluation program outputs an evaluation report according to the data in the temporary storage space;
when the interaction end signal is not received, another health status assessment question is selected, wherein the another health status assessment question is selectively selected from the continuation items.
2. The interactive health assessment method of claim 1, wherein each of the health assessment questions further has a response keyword corresponding to the continuation item, and selecting the other health assessment question further comprises:
when the key character is the answer key word, the continuation item corresponding to the answer key word is selected.
3. The interactive health status assessment method as claimed in claim 1, wherein each of the health status assessment questions further comprises a triggering key vocabulary, and selecting the other health status assessment question further comprises:
searching the triggering keyword of the health status evaluation questions to find the matched keyword as the other health status evaluation question.
4. The interactive health assessment method as claimed in claim 1, wherein before selecting the health assessment question from the dialog design database, further comprising:
using a detection device to obtain image data or voice data; and
judging whether the image data has the face image of the user or the voice data has the voice of the user;
when the image data has the facial image of the user or the voice data has the voice of the user, the health status assessment question is selected from the dialog design database.
5. The interactive health assessment method as claimed in claim 1, wherein determining whether the end-of-interaction signal is received comprises:
acquiring a trigger signal representing the end of interaction; or
The continuation item of the health status assessment question corresponds to zero health status assessment questions.
6. The interactive health status assessment method as claimed in claim 4, wherein prior to outputting the assessment report, further comprising:
searching a storage space corresponding to the user from a user database according to the face image of the user or the voice of the user; and
and storing the evaluation report in the storage space.
7. An interactive health status assessment system, comprising:
a dialog design database including a plurality of health status assessment questions, each of the health status assessment questions having a continuation item corresponding to zero or at least one other health status assessment question in the dialog design database;
a data output interface, which is connected to the dialog design database in a communication manner and is used for presenting the health status evaluation problem;
a multi-mode data input interface for receiving the reply message;
the identification module is in communication connection with the multi-mode data input interface and is used for judging whether the reply information belongs to a character type or a numerical value type;
the semantic understanding module is in communication connection with the identification module and is used for capturing a keyword from the reply information belonging to the character type;
the health state evaluation module is used for generating a first evaluation result from the reply information belonging to the numerical state and the numerical rule, generating a second evaluation result according to the keyword, storing the first and second evaluation results into a temporary storage space and outputting an evaluation report according to the data of the temporary storage space; and
the control module is used for informing the health status assessment module to output the assessment report when receiving an interaction completion signal and selecting another health status assessment problem when not receiving the interaction completion signal, wherein the another health status assessment problem is selectively selected from the continuous items.
8. The interactive health status assessment system as claimed in claim 7, wherein each of the health status assessment questions further comprises a response keyword corresponding to the continuation item, the control module is further configured to determine whether the keyword matches the response keyword, and select the continuation item corresponding to the response keyword when the keyword matches the response keyword.
9. The interactive health assessment system of claim 7, wherein each of the health assessment questions further comprises a triggering keyword, and the control module is further configured to search the triggering keyword from the health assessment questions for matching with the triggering keyword as the other health assessment question.
10. The interactive health status assessment system of claim 7, further comprising:
the detection device is in communication connection with the control module and is used for acquiring image data or sound data;
the control module is also in communication connection with the data output interface and is used for judging whether the image data has the face image of the user or the voice data has the voice of the user, and when the image data has the face image of the user or the voice data has the voice of the user, the control module also selects the health state assessment question from the dialogue design database and presents the health state assessment question through the data output interface.
11. The interactive health status assessment system of claim 8, further comprising:
the user database is in communication connection with the health state evaluation module and used for searching a storage space corresponding to the user according to the face image or the voice of the user and storing the evaluation report in the storage space.
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| PCT/US2018/063478 WO2020112147A1 (en) | 2018-11-30 | 2018-11-30 | Method of an interactive health status assessment and system thereof |
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| CN114550860B (en) * | 2022-01-28 | 2023-02-03 | 中国人民解放军总医院第一医学中心 | Hospitalizing satisfaction evaluation method based on process data and intelligent network model |
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| JP7285589B2 (en) | 2023-06-02 |
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