Medical information processing device, medical information processing method, and medical information processing program

Abstract

Present patients with questionnaires that are easy for them to answer. [Solution] The medical information processing device according to the embodiment includes an information acquisition unit that acquires personality trait information indicating the personality traits of a patient, a questionnaire creation unit that creates a medical questionnaire for the patient based on the personality trait information, and an information output unit that outputs questionnaire information for presenting the created medical questionnaire to the patient to a patient terminal.

Description

Technical Field

[0001] The embodiments disclosed in this specification and the drawings relate to a medical information processing device, a medical information processing method, and a medical information processing program.

Background Art

[0002] Questionnaires have predetermined question contents and formats for each hospital and are not customized for each patient. Therefore, it is not easy for patients to answer the questionnaires, and they may feel burdened.

Prior Art Documents

Patent Documents

[0003]

Patent Document 1

Patent Document 2

Patent Document 3

Patent Document 4

Summary of the Invention

Problems to be Solved by the Invention

[0004] One of the problems to be solved by the embodiments disclosed in this specification and the drawings is to present a questionnaire that is easy for patients to answer to the patients. However, the problems to be solved by the embodiments disclosed in this specification and the drawings are not limited to the above problems. The problems corresponding to the respective effects of each configuration shown in the embodiments described later can also be regarded as other problems.

Means for Solving the Problems

[0005] The medical information processing device according to this embodiment includes an information acquisition unit that acquires personality trait information indicating the personality traits of a patient, a questionnaire creation unit that creates a medical questionnaire for the patient based on the personality trait information, and an information output unit that outputs questionnaire information for presenting the created medical questionnaire to the patient to a patient terminal. [Brief explanation of the drawing]

[0006] [Figure 1] A diagram showing an example of the configuration of a medical information processing system according to the embodiment. [Figure 2] A block diagram showing an example of the configuration of a medical information processing device according to the embodiment. [Figure 3] A diagram showing an example of a patient personality traits database according to the embodiment. [Figure 4] A figure showing an example of a patient database according to the embodiment. [Figure 5] A figure showing a first example of a medical questionnaire screen displayed on a patient terminal according to the embodiment. [Figure 6] This figure shows a second example of a medical questionnaire screen displayed on a patient terminal according to the embodiment. [Figure 7] This figure shows a third example of a medical questionnaire screen displayed on a patient terminal according to the embodiment. [Figure 8] A block diagram showing an example of the configuration of a patient terminal according to the embodiment. [Figure 9] A flowchart illustrating an example of the processing performed by the medical information processing system according to the embodiment. [Modes for carrying out the invention]

[0007] Embodiments of a medical information processing system, a medical information processing device, and a medical information processing method will be described below with reference to the drawings.

[0008] <Medical Information Processing System 1> Figure 1 shows an example of a schematic configuration of the medical information processing system 1 according to this embodiment.

[0009] As shown in Figure 1, the hospital's internal communication network (hospital network) is connected to a medical information processing device 10, a physician's terminal 20, and a medical information storage device 30. The hospital network is connected to patient terminals 40 and external servers 50 via external communication networks such as the internet.

[0010] The patient terminal 40 is an information processing terminal used by the patient, and may be, for example, a smartphone, tablet, laptop, or wearable device such as a smartwatch. A single patient may use multiple patient terminals 40, such as a smartphone and a smartwatch. The patient terminal 40 may also be a hospital tablet. In this case, the patient terminal 40 may be directly connected to the hospital network. Furthermore, the patient terminal 40 may be a terminal used by a person supporting the patient.

[0011] The external server 50 is a server that provides services related to applications installed on the patient terminal 40 (such as meal management applications and sleep management applications), cards used by the patient (such as credit cards), and the patient's My Number card. The external server 50 is connected to the medical information processing device 10 via API integration. Although only one external server 50 is shown in Figure 1, the medical information processing system 1 may be provided with servers corresponding to the number of services provided to the patient.

[0012] The medical information processing device 10 is configured to acquire personality trait information indicating the patient's personality characteristics, create a patient questionnaire based on the acquired personality trait information, and output questionnaire information to the patient terminal 40 for presentation to the patient.

[0013] The physician terminal 20 is a terminal device used by medical professionals such as physicians, and is, for example, a desktop computer or laptop computer installed in an examination room. The physician terminal 20 may also be a portable information terminal such as a smartphone or tablet carried by the medical professional.

[0014] The doctor terminal 20 is communicably connected to the medical information processing device 10 and the medical information storage device 30. The doctor terminal 20 displays information received from the medical information processing device 10 (such as answers to a patient's interrogation form).

[0015] The medical information storage device 30 is a device that stores medical information such as a patient's electronic medical record information and test results, and is communicably connected to the medical information processing device 10 and the doctor terminal 20.

[0016] <Medical information processing device 10> With reference to the functional block diagram of FIG. 2, the medical information processing device 10 according to the embodiment will be described in detail.

[0017] The medical information processing device 10 includes a communication interface 11, a memory circuit 12, and a processing circuit 13. Hereinafter, the details of each component will be described.

[0018] The communication interface 11 communicates between the medical information processing device 10 and other components of the medical information processing system 1 (the doctor terminal 20, the medical information storage device 30, the cloud service CS, etc.) via a communication network according to various communication protocols.

[0019] The memory circuit 12 is connected to the processing circuit 13 and stores various information used by the processing circuit 13. The memory circuit 12 is realized by, for example, semiconductor memory elements such as RAM (Random Access Memory) and flash memory, hard disks, optical disks, etc. The memory circuit 12 stores various programs necessary for the processing circuit 13 to execute each function, and various data processed by the programs. Note that various data handled in this specification is typically digital data.

[0020] The memory circuit 12 stores a patient personality characteristic database 12a, a patient database 12b, and a prediction question database 12c.

[0021] The patient personality traits database 12a is a database that stores personality trait information for each patient. For example, as shown in the example in Figure 3, the patient personality traits database 12a stores patient identification information and patient personality trait information in association. In the example in Figure 3, the patient's name is stored as the patient identification information, and the results of personality tests taken by the patient are stored as the personality trait information. Examples of personality tests include SPI (Synthetic Personality Inventory), MBTI (Myers-Briggs Type Indicator), Big Five, 16Personalities, and YG Personality Test. The patient personality traits database 12a stores the results of one or more of these personality tests (personality characteristics, scores, etc.), or information based on those results (information summarizing the results of multiple tests, etc.).

[0022] The patient database 12b is a database that stores personal information and lifestyle information for each patient. For example, as shown in the example in Figure 4, the patient database 12b stores patient identification information, personal information, lifestyle information, card usage history information, travel history information, etc., in association with each other. In the example in Figure 4, the patient's name is stored as patient identification information, the patient's age, gender, and occupation are stored as personal information, and the patient's sleep time and meal times are stored as lifestyle information. Personal information is obtained, for example, from the medical information storage device 30. Lifestyle information is obtained, for example, from an external server 50 that provides services related to sleep management apps and meal management apps installed on the patient terminal 40. Card usage history information is information about the patient's card (credit card, debit card, etc.) usage history and may include information indicating what goods and services were purchased. Travel history information is information about the patient's travel history to foreign countries and may include information such as the country visited, length of stay, purpose of travel, and number of trips.

[0023] The predicted question database 12c is a database used when creating questions for medical questionnaires. For example, it stores patient diagnoses (such as asthma or lung cancer) and corresponding questions (such as shortness of breath or presence of blood in sputum) in association with each other.

[0024] The processing circuit 13 is an arithmetic circuit that performs various calculations and controls the operation of the medical information processing device 10. The processing circuit 13 has an information acquisition function 13a, a personality trait correction function 13b, a medical questionnaire creation function 13c, an answer correction function 13d, and an information output function 13e.

[0025] Note that the information acquisition function 13a is an example of an information acquisition unit in the claims. The personality trait correction function 13b is an example of a personality trait correction unit in the claims. The questionnaire creation function 13c is an example of a questionnaire creation unit in the claims. The answer correction function 13d is an example of an answer correction unit in the claims. The information output function 13e is an example of an information output unit in the claims.

[0026] In this embodiment, each processing function performed by the information acquisition function 13a, personality trait correction function 13b, questionnaire creation function 13c, answer correction function 13d, and information output function 13e is stored in the memory circuit 12 in the form of a program that can be executed by a computer. The processing circuit 13 is composed of a processor and realizes the functions corresponding to each program by reading and executing the programs from the memory circuit 12. In other words, the processing circuit 13 in the state in which each program has been read will have the functions shown in the processing circuit 13 of Figure 2.

[0027] In Figure 2, the information acquisition function 13a, personality trait correction function 13b, questionnaire creation function 13c, answer correction function 13d, and information output function 13e are shown to be implemented by a single processing circuit 13, but the embodiments are not limited to this. For example, the processing circuit 13 may be configured as a combination of multiple independent processors, and each processing function may be implemented by each processor executing each program. Each processing function of the processing circuit 13 may be implemented by being appropriately distributed or integrated across one or more processing circuits.

[0028] The information acquisition function 13a acquires desired information from the memory circuit 12 and other components of the medical information processing system 1 (doctor's terminal 20, medical information storage device 30, patient terminal 40, external server 50). For example, the information acquisition function 13a acquires patient personality traits information from the patient personality traits database 12a of the memory circuit 12. The information acquisition function 13a acquires patient personal information, lifestyle information, card usage history information, travel history information, etc. from the patient database 12b of the memory circuit 12. The information acquisition function 13a also acquires the patient's responses to the medical questionnaire from the patient terminal 40.

[0029] The personality trait correction function 13b corrects the patient's personality trait information. The personality trait correction function 13b may correct the personality trait information based on the patient's personal information. For example, if the occupation is a journalist, it may be corrected toward a meticulous personality, and if the occupation is a firefighter, it may be corrected toward a patient personality. The personality trait correction function 13b may also correct the personality trait information based on the patient's lifestyle information. For example, if the patient has recently had short sleep durations, it may be corrected toward a short-tempered personality. If the times for the three meals vary from day to day, it may be corrected toward a lax and careless personality.

[0030] Furthermore, the personality trait correction function 13b may correct the personality trait information based on card usage history information. For example, if the person dines at various types of restaurants or frequently purchases trendy items, the personality traits may be corrected towards a more curious personality. In addition, the personality trait correction function 13b may correct the patient's personality trait information based on the patient's personal information, lifestyle information and / or card usage history information.

[0031] The personality trait correction function 13b may correct personality trait information based on the patient's behavior. The patient's behavior is acquired by the information acquisition function 13a from images captured by cameras installed in the hospital waiting room and the camera on the patient terminal 40. Specifically, the personality trait correction function 13b corrects personality trait information based on the patient's behavior (facial expressions, actions, etc.) before the medical questionnaire is displayed on the patient terminal 40. For example, if the patient is quietly reading a magazine in the hospital waiting room, the personality traits are corrected towards a calm and composed personality. If the patient is looking around in the waiting room, the personality traits are corrected towards a restless and impatient personality. If the patient is smiling, the personality traits are corrected towards an optimistic and positive personality. If the patient is talking to other patients, the personality traits are corrected towards a sociable personality. If the patient is staring at one point, the personality traits are corrected towards an introspective personality.

[0032] The questionnaire creation function 13c creates a patient questionnaire based on personality trait information. The personality trait information used to create the questionnaire may be obtained by the information acquisition function 13a from the patient personality trait database 12a, or it may be corrected by the personality trait correction function 13b. The questionnaire creation function 13c also creates questions for the questionnaire by referring to the predicted question database 12c. The questionnaire creation function 13c may also create questions by referring to disease-related information stored on a server (not shown) located outside the medical information processing device 10.

[0033] The questionnaire creation function 13c creates a questionnaire with a user interface (UI) that is tailored to the patient's personality traits. In other words, it customizes the user interface of the questionnaire based on the patient's personality traits. For example, for a patient with a general personality who has difficulty giving detailed explanations, the questionnaire creation function 13c creates a questionnaire with an intuitive UI that makes it easy to input information. Figure 5 shows the questionnaire screen MQ1 displayed on the patient terminal 40. In this UI, the patient selects the spray pen SP and sprays the painful area. By pressing and holding on areas that are more painful, the patient can make those areas appear darker. In the questionnaire screen MQ1, the patient's right shoulder is more painful than their left shoulder or both knees, so those areas are displayed with a darker spray.

[0034] As an example of a questionnaire with a different UI, for a patient with a meticulous personality, the questionnaire creation function 13c creates a questionnaire with a UI that allows for detailed information input. Figure 6 shows the questionnaire screen MQ2 displayed on the patient terminal 40. In this UI, the patient sequentially enters the time of day, location, and intensity of pain experienced over the past three times into a table. The intensity of pain is entered as a numerical value from 0 to 10.

[0035] The questionnaire creation function 13c may create questions to infer the patient's criteria. These criteria may be, for example, criteria related to the patient's pain. For example, to infer the patient's criteria related to pain, a questionnaire screen MQ3, as shown in Figure 7, may be displayed on the patient terminal 40. In this example, the patient is asked, "How severe are the following pains for you?" and is asked to rate the intensity of pain for "cutting your fingertip with a knife" and "getting your finger caught in a door" on a scale of 0 to 10.

[0036] The questionnaire creation function 13c may create additional questions based on travel history information stored in the patient database 12b. For example, the questionnaire creation function 13c may create questions such as, "Please answer if you received any vaccinations before your trip," "We will obtain your vaccination history via your My Number Card. Is that alright?", and "Please attach photos of your accommodation and meals eaten at your destination." The questionnaire creation function 13c may also create questions based not only on travel history information but also on other behavioral information, such as movement history obtained from GPS information, and participation history in events (seminars, concerts, etc.).

[0037] The response correction function 13d corrects the patient's answers to the questionnaire based on personality trait information. The response correction function 13d may also correct the patient's answers to reduce the variation in answers due to differences in patient personality. For example, if a patient with a tolerant personality answers "mild pain" to a question about the intensity of pain in an affected area, the response correction function 13d corrects it to the next level up, "moderate pain." On the other hand, if a patient who tends to exaggerate answers "severe pain," the response correction function 13d corrects it to the next level down, "moderate pain."

[0038] Furthermore, if answers to questions used to estimate the patient's criteria have been obtained, the response correction function 13d may correct the patient's answers to the questionnaire based on those answers.

[0039] The information output function 13e outputs questionnaire information (questions, UI format, etc.) to the patient terminal 40 for presenting the created questionnaire to the patient. The questionnaire information includes, for example, questions to the patient and information specifying the UI format.

[0040] <Patient terminal 40> Next, we will explain the patient terminal 40 in detail with reference to the functional block diagram in Figure 8.

[0041] The patient terminal 40 includes a communication interface 41, a memory circuit 42, an input interface 43, a display 44, and a processing circuit 45. Although not shown in the figures, the patient terminal 40 may also be equipped with a camera for taking pictures of the patient's condition.

[0042] The communication interface 41 communicates with other devices (medical information processing device 10, external server 50, etc.) via the communication network according to various communication protocols.

[0043] The memory circuit 42 is connected to the processing circuit 45 and stores various programs necessary for the processing circuit 45 to perform its various functions, as well as various data processed by those programs. The memory circuit 42 can be implemented using, for example, a semiconductor memory element such as RAM (Random Access Memory) or flash memory, a hard disk, or an optical disk.

[0044] The input interface 43 receives various operations from the user, such as a patient, and converts the received operations into electrical signals, which are then output to the processing circuit 45. This input interface 43 can be implemented as, for example, a touch panel, keyboard, mouse, trackball, buttons, etc. The input interface 43 may also be a microphone for voice input.

[0045] The display 44 is controlled by the display control function 45b of the processing circuit 45 and displays various information, GUI, etc. The display 44 displays a medical questionnaire based on the medical questionnaire information created by the medical information processing device 10.

[0046] The processing circuit 45 is an arithmetic circuit that performs various calculations on the patient terminal 40 and controls the operation of the patient terminal 40. The processing circuit 45 has an information reception function 45a and a display control function 45b. The information reception function 45a is an example of an information reception unit, and the display control function 45b is an example of a display control unit. In this embodiment, each processing function executed by the information reception function 45a and the display control function 45b is stored in the memory circuit 42 in the form of a program that can be executed by a computer. The processing circuit 45 is composed of a processor and realizes the functions corresponding to each program by reading and executing the program from the memory circuit 42. In other words, the processing circuit 45 in the state in which each program has been read has the functions shown in the processing circuit 45 of Figure 8.

[0047] In Figure 8, the information reception function 45a and the display control function 45b are shown to be implemented by a single processing circuit 45, but the embodiment is not limited to this. For example, the processing circuit 45 may be configured as a combination of multiple independent processors, with each processor implementing each program to realize each processing function. Each processing function of the processing circuit 45 may be implemented by being appropriately distributed or integrated across one or more processing circuits.

[0048] Next, we will explain the details of each processing function of the processing circuit 45.

[0049] The information reception function 45a receives information entered by the user of the patient terminal 40 via the input interface 43. For example, the information reception function 45a receives answers to a medical questionnaire displayed on the display 44.

[0050] The display control function 45b controls the display 44 to display a medical questionnaire or the like. The display control function 45b may also display a medical questionnaire on the display 44 that has a user interface tailored to the patient's personality characteristics.

[0051] <Medical Information Processing Method> An example of a medical information processing method according to the embodiment will be described with reference to the flowchart in Figure 9. The process shown in Figure 9 is started, for example, when the medical information processing device 10 receives a request to create a medical questionnaire from the patient terminal 40. Steps S1 to S4 are the processes until the medical questionnaire is displayed on the patient terminal 40, and steps S5 to S7 are the processes until the answers to the medical questionnaire are displayed on the physician terminal 20.

[0052] Step S1: The information acquisition function 13a acquires the patient's personality traits information. Specifically, the information acquisition function 13a searches the patient personality traits database 12a using the patient's identification information (name, medical card number, etc.) included in the questionnaire creation request as a key, thereby acquiring the patient's personality traits information, such as the results of a personality diagnostic test.

[0053] Step S2: The personality trait correction function 13b corrects the patient's personality trait information obtained in Step S1. The personality trait correction function 13b searches the patient database 12b using the patient's identification information as a key to obtain at least one of the following: the patient's personal information, lifestyle information, card usage history information, and travel history information, and corrects the personality trait information based on the obtained information.

[0054] In step S2, the personality trait correction function 13b may correct the personality trait information based on the patient's appearance captured by a camera installed in the hospital waiting room or by the camera on the patient terminal 40. In this case, the information acquisition function 13a acquires the video captured by the camera via the communication interface 11, and the personality trait correction function 13b grasps the patient's appearance from the acquired video.

[0055] Step S3: The questionnaire creation function 13c creates a patient questionnaire based on the personality trait information corrected in Step S2. For example, as described above, the questionnaire creation function 13c creates a questionnaire with a user interface that is tailored to the patient's personality traits.

[0056] Step S4: The information output function 13e outputs questionnaire information to the patient terminal 40 for presenting the questionnaire created in step S3 to the patient. The patient terminal 40 displays the questionnaire based on the questionnaire information. The patient answers the questionnaire displayed on the patient terminal 40. After the patient finishes answering, step S5 is executed.

[0057] Step S5: The information acquisition function 13a acquires the patient's responses to the medical questionnaire from the patient terminal 40.

[0058] Step S6: The response correction function 13d corrects the patient's responses to the questionnaire obtained in Step S5 based on personality trait information. As mentioned above, the response correction function 13d corrects the patient's responses to reduce the variation in responses due to individual patient personalities. The personality trait information used in this step may be the personality trait information obtained in Step S1 or the personality trait information corrected in Step S2.

[0059] Step S7: The information output function 13e outputs the corrected response from step S6 to the physician terminal 20. The physician terminal 20 displays the response received from the medical information processing device 10.

[0060] As described above, according to this embodiment, by displaying a questionnaire tailored to the patient's personality traits on the patient terminal 40, it becomes easier for the patient to answer the questionnaire. As a result, it is expected that the accuracy of the answers to the questionnaire will improve. Furthermore, according to this embodiment, by correcting the answers based on the patient's personality traits information and displaying the corrected answers on the physician terminal 20, it is possible to support the physician's appropriate judgment. As a result, for example, the risk of errors or delays in diagnosis due to underestimation of symptoms such as pain can be reduced.

[0061] The above medical information processing method is merely an example, and various modifications are possible. For example, steps S2 and S6 may be omitted. If step S2 is omitted, the questionnaire creation function 13c creates a questionnaire based on the personality trait information obtained in step S1. If step S6 is omitted, the information output function 13e outputs the answers obtained in step S5 to the doctor's terminal 20.

[0062] As described above, in this embodiment, personality trait information indicating the patient's personality characteristics is acquired, a patient questionnaire is created based on this personality trait information, and questionnaire information for presenting the created questionnaire to the patient is output to the patient's terminal. This makes it possible to present the patient with a questionnaire that is easy for them to answer.

[0063] In the above explanation, the term "processor" refers to circuits such as a CPU (Central Processing Unit), a GPU (Graphics Processing Unit), an Application Specific Integrated Circuit (ASIC), or a programmable logic device (e.g., a Simple Programmable Logic Device (SPLD), a Complex Programmable Logic Device (CPLD), and a Field Programmable Gate Array (FPGA)). The processor functions by reading and executing a program stored in the memory circuit 12. Alternatively, instead of storing the program in the memory circuit 12, the processor may be configured to directly incorporate the program into its circuitry. In this case, the processor functions by reading and executing the program incorporated into the circuitry. The processor is not limited to being a single circuit; it may also be composed of multiple independent circuits combined to form a single processor and achieve its functions. Furthermore, the multiple components shown in Figure 2 may be integrated into a single processor to achieve its functions.

[0064] Furthermore, the medical information processing method described in Figure 9 can be implemented by executing a pre-prepared medical information processing program on a computer such as a personal computer or workstation. This medical information processing program can be distributed via a network such as the Internet. Alternatively, this medical information processing program can be recorded on a computer-readable, non-transient recording medium such as a hard disk, flexible disk (FD), CD-ROM, MO, or DVD, and executed by reading it from the recording medium by a computer.

[0065] Although several embodiments have been described above, these embodiments are presented only as examples and are not intended to limit the scope of the invention. The novel apparatus and methods described herein can be implemented in a variety of other forms. Furthermore, various omissions, substitutions, and modifications can be made to the embodiments of the apparatus and methods described herein, without departing from the spirit of the invention. The appended claims and equivalents are intended to include such embodiments and modifications that are included in the scope and spirit of the invention. [Explanation of Symbols]

[0066] 1. Medical Information Processing System 10 Medical Information Processing Devices 11 Communication Interface 12 Memory circuit 12a Patient Personality Traits Database 12b Patient Database 12c Predicted Question Database 13 Processing Circuit 13a Information acquisition function 13b Personality Trait Correction Function 13c Questionnaire Creation Function 13d Answer Correction Function 13e Information output function 20 Doctor's terminal 30 Medical information storage device 40 Patient terminals 41 Communication Interface 42 Memory circuit 43 Input Interfaces 44 displays 45 Processing Circuit 45a Information reception function 45b Display control function 50 External Servers MQ1,MQ2,MQ3 Questionnaire screen SP Spray Pen

Claims

1. An information acquisition unit that acquires personality trait information indicating the patient's personality characteristics, A questionnaire creation unit that creates a patient questionnaire based on the aforementioned personality trait information, An information output unit that outputs questionnaire information to the patient's terminal for presenting the created questionnaire to the patient, A medical information processing device equipped with [a specific feature].

2. The medical information processing device according to claim 1, wherein the medical questionnaire creation unit creates a medical questionnaire having a user interface that corresponds to the patient's personality characteristics.

3. The medical information processing device according to claim 1, wherein the questionnaire creation unit creates questions for inferring the criteria of the patient.

4. The medical information processing device according to claim 1, wherein the questionnaire creation unit creates additional questions based on the patient's behavioral information.

5. The system further includes a personality trait correction unit that corrects the aforementioned personality trait information, The medical information processing device according to claim 1, wherein the medical questionnaire creation unit creates a medical questionnaire for the patient based on the corrected personality trait information.

6. The medical information processing apparatus according to claim 5, wherein the personality trait correction unit corrects the personality trait information based on the patient's personal information, lifestyle information, and / or card usage history information.

7. The medical information processing apparatus according to claim 5, wherein the personality trait correction unit corrects the personality trait information based on the patient's condition.

8. The medical information processing apparatus according to claim 1, further comprising a response correction unit that corrects the patient's responses to the medical questionnaire based on the personality trait information.

9. The medical information processing device according to claim 8, wherein the information output unit outputs the corrected response to a physician's terminal.

10. The medical information processing device according to claim 1, wherein the personality trait information is the result of a personality diagnostic test or information based on the result.

11. We obtain personality trait information that shows the patient's personality characteristics, Based on the aforementioned personality trait information, a patient questionnaire is created. Outputting questionnaire information for presenting the created questionnaire to the patient. Medical information processing method.

12. On the computer, We obtain personality trait information that shows the patient's personality characteristics, Based on the aforementioned personality trait information, a patient questionnaire is created. A medical information processing program that causes the program to output the questionnaire information related to the questionnaire created above.

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