Rehabilitation support system, rehabilitation support method and program

Abstract

To create the rehabilitation practice plan of a new patient by using the past actual data of the other patients.SOLUTION: A rehabilitation support system 1 includes: a patient information acquisition part 11 for acquiring patient information on a target patient, including information at at least one reference time; a related data acquisition part 12 for acquiring the related data of the other patients similar to the patient information, including rehabilitation practice actual data, the transition of a recovery evaluation index and information at a reference time corresponding to the reference time of the target patient; a practice plan creation part 13 for creating the practice plan of the target patient on the basis of the related data of the other patients by matching the reference time of the patient information with the reference times of the other patients; and a presentation part 15 for presenting the practice plan.SELECTED DRAWING: Figure 2

Description

[Technical field]

[0001] The present disclosure relates to a rehabilitation support system, a rehabilitation support method, and a program. [Background technology]

[0002] Patent Document 1 discloses that part images displayed on an image display device are added or changed according to the degree of achievement of the rehabilitation exercise, and the part images are updated by changing the appearance according to the degree of achievement of the rehabilitation exercise. Showing this screen to the trainee can help maintain his / her motivation. [Prior art documents] [Patent documents]

[0003] [Patent Document 1] JP 2015-47253 A Summary of the Invention [Problem to be solved by the invention]

[0004] A typical patient will develop an illness (e.g., suffer a cerebral infarction), undergo surgery, be hospitalized in the acute phase, and then begin rehabilitation depending on their recovery status. Some patients also begin rehabilitation after being transferred to a hospital in the convalescent phase. As such, the start time of rehabilitation varies depending on the patient's condition, age, basic physical strength, etc., and may depend on the results of rehabilitation at an acute care hospital and the results of rehabilitation at a convalescent care hospital, making it impossible to generally compare data of hospitalized patients with data of past discharged patients. For this reason, it is difficult to use data of past patients when extracting similar data using machine learning, etc., and creating training plans for hospitalized patients.

[0005] The present disclosure has been made to solve such problems, and aims to provide a rehabilitation support system, method, program, etc. that assists patients in creating training plans by referring to training performance data of other patients. [Means for solving the problem]

[0006] A rehabilitation support system according to one aspect of the present disclosure includes: A patient information acquisition unit that acquires patient information regarding a target patient, the patient information including at least one reference time point; A related data acquisition unit that acquires related data of other patients similar to the patient information, the related data including rehabilitation practice record data, a transition of a recovery evaluation index, and information at a baseline corresponding to the baseline time of the target patient; A training plan creation unit that creates a training plan for the target patient based on the related data of the other patients by aligning the reference time of the patient information with the reference time of the other patients; A presentation unit that presents the training plan.

[0007] A rehabilitation assistance method according to one aspect of the present disclosure includes: obtaining patient information for a subject patient, the patient information including at least one baseline; Acquire related data of other patients similar to the patient information, the related data including rehabilitation practice record data, a transition of a recovery evaluation index, and baseline information corresponding to the baseline time of the target patient; creating a training plan for the subject patient based on the relevant data of the other patients by aligning the baseline time of the patient information with the baseline time of the other patients; Present the above training plan.

[0008] A program according to one aspect of the present disclosure includes: obtaining patient information for a subject patient, the patient information including at least one baseline; Acquire related data of other patients similar to the patient information, the related data including rehabilitation practice record data, a transition of a recovery evaluation index, and baseline information corresponding to the baseline time of the target patient; creating a training plan for the subject patient based on the relevant data of the other patients by aligning the baseline time of the patient information with the baseline time of the other patients; The computer is caused to present the training plan. Effect of the Invention

[0009] According to the present disclosure, rehabilitation exercise plans for new patients can be created using past performance data from other patients. [Brief description of the drawings]

[0010] [Figure 1] FIG. 11 is a diagram showing an example of a user interface displayed by the rehabilitation assistance system. [Diagram 2] 1 is a block diagram showing a configuration of a rehabilitation assistance system according to an embodiment. [Diagram 3] FIG. 1 shows the date of onset, acute phase, recovery phase, and lifestyle phase. [Figure 4] 4 is a flowchart showing the operation of the rehabilitation support system according to the embodiment. [Diagram 5] FIG. 13 is a diagram showing an example of practice performance data of a discharged patient according to an embodiment. [Figure 6] FIG. 10 is a diagram showing an example of practice performance data of an inpatient according to an embodiment. [Figure 7] FIG. 13 is a diagram showing an example of displaying a practice plan for an inpatient in an embodiment so as to be comparable with data for discharged patients. [Figure 8] FIG. 2 is a diagram illustrating an example of a hardware configuration of a training plan creation device. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS

[0011] Hereinafter, embodiments of the present disclosure will be described in detail with reference to the drawings. In each drawing, the same or corresponding elements are denoted by the same reference numerals, and duplicated descriptions will be omitted as necessary for clarity of explanation.

[0012] The rehabilitation support system of the present disclosure can be used to display various data of a patient undergoing rehabilitation and provide more efficient rehabilitation support.

[0013] In the hospital, therapists record the rehabilitation practice details and required time of each patient at a specified period (e.g., 5 minutes). The rehabilitation support system uses the recorded data accumulated for each patient to display the rehabilitation results and plan on a display or the like.

[0014] FIG. 1 shows an example of a user interface displayed by the rehabilitation support system. In the center of the screen, a graph is displayed with the horizontal axis representing the number of days and the two vertical axes representing the practice time and the recovery evaluation index. The right vertical axis of the graph represents the practice time, and the left vertical axis of the graph represents the recovery evaluation index. The recovery evaluation index uses FIM (Functional Independence Measure), but is not limited thereto, and may use an appropriate index that can be understood by a person skilled in the art, such as BI (Barthel Index) or SIAS (Stroke Impairment Assessment Set). In this way, in the user interface, the user can check the practice performance and the recovery evaluation index side by side. In addition, the user interface may be displayed on a touch panel that can be operated by touch.

[0015] For evaluation data such as practice performance and gait FIM, day 0 on the horizontal axis can be set as the onset date. The onset date is the date when symptoms began to appear. By operating various buttons on the user interface, the user can change day 0 on the horizontal axis to not only the onset date, but also the date of acute hospitalization, the date of hospitalization for the recovery period, the start date of rehabilitation, etc.

[0016] The patient's practice performance can be visualized on the user interface using a stacked bar graph or a line graph. The practice time for each practice item of the patient recorded by a therapist assisting with rehabilitation is displayed as the practice performance. In FIG. 1, a short-term target line 101 is displayed at the 20th practice day on the horizontal axis. A long-term target line 102 is displayed at the 80th practice day on the horizontal axis. A long-term target line 103 indicating the planned discharge date is also displayed at the 90th practice day on the horizontal axis. The short-term target, long-term target, and planned discharge date lines may be arbitrarily set by a doctor or therapist, or may be automatically set based on the practice performance and past patient data. The practice items include, but are not limited to, walking practice (e.g., walking on flat ground, stairs, etc.), meal practice, toilet practice, etc. In addition, the short-term target and long-term target days are not limited to these and can be arbitrarily set.

[0017] The short-term goals, long-term goals, or expected discharge date can be set by a doctor or therapist with reference to data on other discharged patients similar to the inpatient, and taking into consideration the inpatient's performance, motivation, physical condition, etc. Furthermore, the doctor or therapist can grasp the progress of goal achievement based on the inpatient's performance data for the short-term and long-term goals, and can communicate appropriately with the patient to increase their motivation for rehabilitation.

[0018] In addition, each input data (for each practice item) of the performance data of the patient may be associated with the name or ID of the therapist in charge. The user can selectively display the practice performance data associated with the therapist in charge by selecting the name of the therapist on the user interface. In some embodiments, the practice performance data associated with the therapist in charge may be displayed in a distinguishable manner by color coding or the like. It is also possible to display the data distinguishable by type of therapist. The types of therapists include, but are not limited to, physical therapists (PT), occupational therapists (OP), speech-language-hearing therapists (ST), and the like. In some embodiments, it is also possible to distinguishably display individual practice in which a patient practices alone and group practice in which multiple patients gather and practice. In the case of individual practice, the therapist asks the patient or nurse about the time for each practice item and inputs the performance data into the rehabilitation support system. In some embodiments, the performance data for each practice item may be automatically input into the rehabilitation support system from a sensor (for example, a wearable device) attached to the patient.

[0019] As shown in Fig. 1, "FIM done" 111 and "FIM done" 112 are displayed in association with the performance data. FIM indicates a recovery evaluation index, and the maximum value (e.g., 7) indicates that the patient can perform the practice items at the same level as a healthy person, and the lower the value, the higher the degree of need for care.

[0020] "FIM doing" evaluates what a patient does in their daily life. For example, in the case of walking practice, a patient may be able to walk without a cane, but if the patient walks with a cane in their daily life, "FIM doing" indicates that the patient can walk with a cane. In this case, "FIM able to" indicates that the patient can walk without a cane. "FIM doing" can be obtained by therapists periodically (for example, once a month) by observing the daily life of the patient. "FIM able to" can be obtained by therapists by observing the daily rehabilitation. "FIM doing" can also be obtained at the time of admission and discharge, and the difference between them can be used to evaluate the rehabilitation results.

[0021] The above is a general description of the user interface of the rehabilitation support system. In this way, data on various patients is accumulated and recorded in the inpatient and discharged patient databases. However, since the start time of rehabilitation varies depending on the condition, age, basic physical strength, etc., it may not be possible to compare the data on inpatients with the data on past discharged patients. Therefore, it is difficult to use past data when creating a training plan for inpatients. Therefore, the following method is used to make it possible to select the reference time of the accumulated data in the past and to use it to create a training plan for inpatients.

[0022] Exemplary embodiments FIG. 2 is a block diagram showing the configuration of the rehabilitation assistance system according to the embodiment. The rehabilitation support system 1 includes a training plan presentation device 10 and a discharged patient database 20. The training plan presentation device 10 and the discharged patient database 20 are connected via a network. In another embodiment, the presentation unit 15 may be provided separately from the training plan presentation device 10. The training plan presentation device 10 and the patient information database 20 may be provided as an integrated unit.

[0023] As described above, the discharged patient database 20 records various patient practice performance data and recovery evaluation indicators from admission to discharge, as well as the patient's registration information (e.g., name, sex, medical condition, etc.).

[0024] The training plan presentation device 10 is realized by a computer having a memory, a processor, a display, etc. The training plan presentation device 10 includes a patient information acquisition unit 11, a related data acquisition unit 12, a training plan creation unit 13, a reference time selection unit 14, and a presentation unit 15.

[0025] The patient information acquisition unit 11 acquires patient information on hospitalized patients. The patient information may include, for example, personal information of the patient (e.g., name, age, sex, height, weight) and information on the patient's illness or symptoms (e.g., cerebral infarction). As described above, the patient information may also include rehabilitation practice results, Functional Indicator of Movement (FIM), onset date, hospitalization date, and the like, which are input by a therapist via an operation unit (e.g., keyboard, mouse, etc.).

[0026] The related data acquisition unit 12 acquires performance data on other patients (e.g., discharged patients) similar to the inpatient. The related data acquisition unit 12 may acquire performance data on one or more other discharged patients similar to the inpatient. The similar other patients refer to patients whose profiles (registered information) such as age, sex, and medical condition are similar to those of the inpatient. For example, if the inpatient is a 43-year-old male with cerebral infarction, the related data acquisition unit 12 can acquire performance data on one or more other patients, men in their 40s with cerebral infarction, who are similar to the inpatient, from the patient information database 20. The performance data of the other patients may also include information on rehabilitation practice performance, recovery index (FIM), onset date, admission date, and discharge date input by a therapist.

[0027] In some embodiments, the related data acquisition unit 12 acquires performance data on discharged patients similar to the more specific practice performance or recovery evaluation index of the inpatient. For example, if the inpatient is a 43-year-old man with cerebral infarction, the performance data on discharged patients similar to the practice performance or recovery evaluation index of the inpatient is acquired from one or more performance data of men in their 40s with cerebral infarction. For example, by acquiring a recovery evaluation index of a discharged patient whose slope or transition of the recovery evaluation index of the inpatient is similar, a practice plan described below can be made more accurately based on the recovery evaluation index. As similar data, recovery evaluation indexes and performance data of discharged patients whose slope or transition of the recovery evaluation index of the inpatient is within a threshold value can be acquired.

[0028] In some embodiments, a machine learning-based similarity identification technique may be used to extract data (e.g., FIM features in a graph) of one or more other patients that are similar to the hospitalized patient's data (e.g., FIM features in a graph). In other embodiments, the detection of similar FIM slopes in both graphs (image processing) may utilize machine learning such as support vector machines and neural networks.

[0029] As described above, the practice plan creation unit 13 creates a practice plan for the target inpatient by aligning the reference time of the performance data of the discharged patient with the reference time of the data of the target inpatient. In some embodiments, the reference times of the discharged patient and the inpatient may be the onset dates of the respective patients. By aligning the onset date of the performance data of the discharged patient with the onset date of the inpatient, which is the same reference time of the inpatient, a practice plan for the inpatient can be created based on the same reference time.

[0030] In another embodiment, the reference time of the discharged patient and the inpatient may be the date of admission in the convalescent phase. In yet another embodiment, the reference time of the discharged patient and the inpatient may be the date of admission in the acute phase. For example, in the case of a patient transferred from another hospital to the convalescent phase, the admission date of the inpatient can be matched with the admission dates of past patients in the convalescent phase to create a training plan for the inpatient. In this case, the related data acquisition unit 12 may acquire data of one or more other patients transferred from another hospital to the acute phase as past patient data.

[0031] In addition, in the case of a patient transferred from another hospital in the acute phase, a practice plan for the inpatient can be created by matching the admission date of the inpatient with the admission dates of past patients in the acute phase. In this case, the related data acquisition unit 12 may acquire data of one or more other patients transferred from another hospital in the acute phase as past patient data.

[0032] As described above, the training plan creation unit 13 can automatically align the reference times of the data of discharged patients and inpatients to create an appropriate training plan.

[0033] In some embodiments, when using the practice performance data or recovery evaluation index of multiple discharged patients, the practice plan creation unit 13 may create a practice plan for inpatients based on the average value of the practice performance data or recovery evaluation index of multiple discharged patients. In this specification, the practice plan may include at least one or all of the following: a planned end date or planned discharge date of the practice plan, a short-term target date, a long-term target date, a target practice time or item for the short-term goal, a target practice time or item for the long-term goal, practice items to be completed by the end of the practice, and a predicted time required for each of the practice items.

[0034] In some embodiments, the training plan creation unit 13 can create a more accurate training plan by using the training record and recovery evaluation index of the inpatient for several days after admission. For example, the training plan creation unit 13 can predict the date on which a set short-term goal can be achieved (short-term target date) based on performance data of discharged patients similar to the inpatient's training record to date. The training plan creation unit 13 can predict the date on which a set long-term goal can be achieved (long-term target date) or the scheduled discharge date based on performance data of discharged patients similar to the inpatient's training record to date. In other embodiments, the number of days off desired by the inpatient or therapist (e.g., one day a week, two days a week, etc.) can be taken into consideration when creating the training plan.

[0035] In another embodiment, the training plan creation unit 13 can specifically create a training plan including necessary training items and training time, based on the trends in the recovery evaluation indexes of an inpatient that are similar to the trends in the recovery evaluation indexes of an inpatient to date.

[0036] The reference time selection unit 14 accepts input from a therapist or the like via an input device (e.g., a keyboard, a touch panel, a mouse, etc.) regarding the performance data of discharged patients and the data of inpatients, and selects one of a plurality of reference times. In this case, the same reference time is selected for the performance data of discharged patients and the data of inpatients. For example, the reference time may be selected from the group consisting of the onset date, the date of admission in the acute phase, and the date of admission in the convalescent phase. This may be effective when an inpatient is transferred to another hospital, and the therapist at the new hospital cannot see the practice performance, recovery evaluation index, etc. of the previous hospital. In some embodiments, the reference time may include two reference times, i.e., the onset date and the date of admission in the acute phase or the date of admission in the convalescent phase.

[0037] FIG. 3 is a diagram showing the onset date, acute phase, recovery phase, and living phase. The practice start date varies from patient to patient (e.g., acute phase, recovery phase, etc.), so it cannot be used as a reference time. Therefore, in this embodiment, when comparing past patient data with hospitalized patient data, the onset date is used as a reference in principle. The acute phase is called two weeks from the onset date. In order to prevent the decline of physical function, it is desirable to start rehabilitation in the acute phase within 48 hours from the onset date. Therefore, many patients are hospitalized in the acute phase and start rehabilitation. Some patients may exceptionally start rehabilitation after entering the recovery phase. The period when the patient lives at home after the symptoms and disability state have stabilized is called the living phase. The number of days in the acute phase or recovery phase in FIG. 3 is merely an example and may differ depending on the condition.

[0038] The data of the hospitalized patient may be, for example, data showing only the onset date without any record of practice results. The data of the hospitalized patient may also be data showing the onset date and practice results for several days or several tens of days after hospitalization. In some embodiments, the reference time selection unit 14 sets the onset date as the reference time for comparing the performance data of the discharged patient with the data of the hospitalized patient. In other embodiments, if the hospitalized patient starts rehabilitation after entering the recovery period where the condition of the patient is stabilized, the reference time selection unit 14 may set the reference time of the performance data of the discharged patient to the date of admission to the recovery period.

[0039] The presentation unit 15 presents the training plan created as described above on a display device. The display device may be a display of the training plan presentation device 10, or may be a display outside the training plan presentation device 10. In some embodiments, the presentation unit 15 can present the training plan of the target patient in a manner that allows comparison with performance data of discharged patients.

[0040] Basically, the two graphs are displayed in a comparative manner so that the onset date in the past practice performance data of discharged patients and the onset date in the practice performance data of inpatients match, and thus a practice plan for the inpatient can be created. In some embodiments, the two graphs of discharged patients and inpatients may be displayed in an overlapping manner.

[0041] A rehabilitation assistance method according to an embodiment will be described with reference to FIGS. FIG. 4 is a flowchart showing the operation of the rehabilitation support system according to the embodiment. The patient information acquiring unit 11 acquires patient information on hospitalized patients (step S11). The patient information acquiring unit 11 accepts an input operation from a therapist and acquires, as patient information, patient profile information such as the patient's condition and disease name (e.g., cerebral infarction), onset date, and hospitalization date. FIG. 5 shows the practice record and recovery evaluation index of a certain hospitalized patient. Furthermore, as shown in FIG. 5, the patient information acquiring unit 11 may acquire patient information including the rehabilitation practice record and recovery evaluation index of the patient. In the example of FIG. 5, the patient's onset date is August 31. The patient was admitted on September 1 and immediately started rehabilitation. FIG. 5 shows the practice items and practice time recorded from September 1 to September 8.

[0042] The related data acquisition unit 12 acquires performance data on other patients (e.g., discharged patients) similar to the inpatient (step S12). For example, past data on one or more other discharged patients with the same medical condition (e.g., cerebral infarction) as the inpatient is acquired from the patient information database 20. In this example, the related data acquisition unit 12 further acquires the practice performance and recovery evaluation index of the inpatient shown in FIG. 5 and data on other patients similar to the inpatient. Specifically, data in which the difference between the slope of the recovery evaluation index of the inpatient shown in FIG. 5 and the slope of the recovery evaluation index of the discharged patient is smaller than a threshold value is extracted as similar data. FIG. 6 is an example showing the practice performance and recovery evaluation index of the other patient acquired. The other patient developed cerebral infarction on June 2, was hospitalized on June 3 as shown in FIG. 6, and then started rehabilitation. The other patient also recovered to the same level as a healthy person (FIM shows 7) on June 17, and was discharged on June 18.

[0043] As described above, the practice plan creation unit 13 creates a practice plan for the inpatient by aligning the reference time of the performance data of other patients with the reference time of the inpatient's data (step S13). In this example, the onset date of the performance data of other patients (June 2) with the onset date of the inpatient's data (August 31) is created to create a practice plan for the inpatient. Specifically, a practice plan for the inpatient after September 9, when there is no record of input of performance data, may be created. The practice plan may be created by referring to the practice results and recovery evaluation indexes of the inpatient so far and the practice results and recovery evaluation indexes of patients who have been discharged from the hospital in the past. The practice plan may indicate that September 16 is the planned date of discharge.

[0044] The presentation unit 15 presents the training plan created as described above (step S14). FIG. 7 shows an example of a display of a training plan. The presentation unit 15 can present the training plan of the target patient (lower diagram of FIG. 7) in a manner that allows comparison with the related data of the discharged patient (upper diagram of FIG. 7). The training plan shows the planned end date of the training plan or the planned discharge date (September 16th in the lower diagram of FIG. 7). In addition, in FIG. 7, the training plan is blank, but in other embodiments, the training plan may specifically show the necessary training items and training time until the hospitalized patient is discharged from the hospital. Alternatively, in other embodiments, the training plan may show a short-term goal or a long-term goal. The training plan may not be such a comparable graph, but may simply show the planned end date of the training plan or the planned discharge date, the necessary training items and training time until the hospitalized patient is discharged from the hospital, and the like.

[0045] FIG. 8 is a block diagram showing a configuration example of the training plan creation device 10. Referring to FIG. 8, the training plan creation device 10 includes a network interface 1201, a processor 1202, and a memory 1203. The network interface 1201 is used to communicate with other network node devices constituting a communication system. The network interface 1201 may be used to perform wireless communication. For example, the network interface 1201 may be used to perform wireless LAN communication defined in the IEEE 802.11 series or mobile communication defined in 3GPP (registered trademark) (3rd Generation Partnership Project). Alternatively, the network interface 1201 may include, for example, a network interface card (NIC) conforming to the IEEE 802.3 series.

[0046] The processor 1202 reads out and executes software (computer programs) from the memory 1203 to perform the processing of the training plan creation device 10 described using the flowcharts or sequences in the above-mentioned embodiments. The processor 1202 may be, for example, a microprocessor, an MPU (Micro Processing Unit), a CPU (Central Processing Unit), or a GPU (Graphics Processing Unit). The processor 1202 may include multiple processors.

[0047] The memory 1203 is configured by a combination of volatile memory and non-volatile memory. The memory 1203 may include storage located remotely from the processor 1202. In this case, the processor 1202 may access the memory 1203 via an I / O interface (not shown).

[0048] In the example of Fig. 8, the memory 1203 is used to store software modules. The processor 1202 reads out and executes these software modules from the memory 1203 to perform the processing of the training plan creation device 10 described in the above embodiment.

[0049] As described with reference to FIG. 4, each of the processors of the training plan creation device 10, etc. executes one or more programs including a group of instructions for causing a computer to execute the algorithm described with reference to the drawing.

[0050] In the above example, the program can be stored and provided to the computer using various types of non-transitory computer readable media. The non-transitory computer readable media includes various types of tangible storage media. Examples of the non-transitory computer readable media include magnetic recording media (e.g., flexible disks, magnetic tapes, hard disk drives), magneto-optical recording media (e.g., magneto-optical disks), CD-ROM (Read Only Memory), CD-R, CD-R / W, DVD (Digital Versatile Disc), BD (Blu-ray (registered trademark) Disc), and semiconductor memory (e.g., mask ROM, PROM (Programmable ROM), EPROM (Erasable PROM), flash ROM, RAM (Random Access Memory)). The program may also be provided to the computer by various types of transitory computer readable media. Examples of the transitory computer readable media include electric signals, optical signals, and electromagnetic waves. The temporary computer-readable medium can supply the program to the computer via a wired communication path such as an electric wire or an optical fiber, or via a wireless communication path.

[0051] The present invention is not limited to the above-described embodiment, and can be modified as appropriate without departing from the spirit and scope of the present invention. [Explanation of symbols]

[0052] 1 Rehabilitation support system 10. Practice plan presentation device 11 Patient information acquisition department 12 Related data acquisition section 13 Practice Planning Department 14 Reference time selection section 15 Presentation section 20 Patient Information Database 101 Short-term goals 102 Long term goals 103 Expected discharge date 111 FIM 112 FIM

Claims

1. A patient information acquisition unit that acquires patient information regarding a target patient, the patient information including at least one reference time point; A related data acquisition unit that acquires related data of other patients similar to the patient information, the related data including rehabilitation practice record data, a transition of a recovery evaluation index, and information at a baseline corresponding to the baseline time of the target patient; A training plan creation unit that creates a training plan for the target patient based on the related data of the other patients by aligning the reference time of the patient information with the reference time of the other patients; A rehabilitation support system comprising: a presentation unit that presents the training plan.

2. The rehabilitation support system according to claim 1 , wherein the multiple reference times include an onset date, and a date of hospitalization during the acute phase or a date of hospitalization during the convalescent phase.

3. The rehabilitation support system according to claim 1 , wherein the presentation unit presents the training plan of the target patient in a manner that allows comparison with related data of the other patients.

4. The rehabilitation support system according to claim 1 , further comprising a reference time selection unit that selects a reference time for the data from the group consisting of an onset date, an acute phase hospitalization date, and a convalescent phase hospitalization date.

5. The rehabilitation support system according to claim 1 , wherein the patient information acquisition unit acquires a disease name, a training record, a recovery evaluation index, a date of onset, and a date of hospitalization for the target patient.

6. The rehabilitation support system according to claim 1 , wherein the related data acquisition unit acquires related data of other patients having similar trends in the recovery evaluation indexes of the target patient through machine learning.

7. The training plan creation unit creates a training plan for the target patient based on related data of other patients whose recovery evaluation indexes have similar trends. The rehabilitation support system according to claim 1 .

8. The rehabilitation support system of claim 1 , wherein the training plan includes at least one of a planned end date of the training plan, a short-term target date, a long-term target date, training items to be completed by the end of training, and a predicted time required for each of the training items.

9. obtaining patient information for a subject patient, the patient information including at least one baseline; Acquire related data of other patients similar to the patient information, the related data including rehabilitation practice record data, a transition of a recovery evaluation index, and baseline information corresponding to the baseline time of the target patient; creating a training plan for the subject patient based on the relevant data of the other patients by aligning the baseline time of the patient information with the baseline time of the other patients; A rehabilitation support method, comprising presenting the exercise plan.

10. obtaining patient information for a subject patient, the patient information including at least one baseline; Acquire related data of other patients similar to the patient information, the related data including rehabilitation practice record data, a transition of a recovery evaluation index, and baseline information corresponding to the baseline time of the target patient; creating a training plan for the subject patient based on the relevant data of the other patients by aligning the baseline time of the patient information with the baseline time of the other patients; A program that causes a computer to present the training plan.

Images