Learning system, rehabilitation assistance system, method, program, and learning completion model

A technology of learning system and learning model, applied in the field of learning completed models, can solve problems such as differences in training results

Active Publication Date: 2020-12-29
TOYOTA JIDOSHA KK
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] However, the current situation is that the training staff makes the above-mentioned judgments based on intuition and know-how, and since the number of years of experience and proficiency of each training staff are different, the training results vary greatly depending on the training staff.

Method used

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  • Learning system, rehabilitation assistance system, method, program, and learning completion model
  • Learning system, rehabilitation assistance system, method, program, and learning completion model
  • Learning system, rehabilitation assistance system, method, program, and learning completion model

Examples

Experimental program
Comparison scheme
Effect test

Embodiment approach 1

[0041] Hereinafter, Embodiment 1 will be described with reference to the drawings.

[0042] (System Components)

[0043] figure 1 It is an overall schematic diagram showing a configuration example of the rehabilitation support system according to the first embodiment. The rehabilitation support system (rehabilitation system) according to the present embodiment is mainly composed of a walking training device 100 , an external communication device 300 , and a server (server device) 500 .

[0044] Walking training device 100 is a specific example of a rehabilitation assisting device that assists a trainer (user) 900 in rehabilitation (rehabilitation exercise). The gait training device 100 is a device for a trainer 900 who is a hemiplegic patient with one leg paralyzed to perform gait training in accordance with the guidance of a training staff 901 . Here, the trainer 901 can be a therapist (physiotherapist) or a doctor, and can also be called a trainer, a trainer, a trainer, e...

Embodiment approach 2

[0224] In Embodiment 1, an example was given in which the server 500 includes the level determination unit 510a and the learning unit 510b and the server 500 generates a learned model, but in this embodiment, the level output unit such as the level determination unit and the learning unit are equipped On the gait training device 100 side (for example, the overall control unit 210). The rehabilitation assistance system according to this embodiment only needs to include the walking training device 100 . However, in this case, in order to increase the collection amount of rehabilitation data in the learning phase, it is preferable to configure so that rehabilitation data from other gait training devices can be collected.

[0225] In addition, regarding the operation stage, an example in which the learned model is equipped with the server 500 and the gait training device 100 sends rehabilitation data to the server 500 and receives action data is given, but the present invention is...

Embodiment approach 3

[0227] refer to Figure 9 ~ Figure 11 Embodiment 3 will be described. Figure 9 It is a block diagram showing a configuration example of a server in the rehabilitation support system according to the third embodiment. The rehabilitation assisting system according to this embodiment omits its description, but can include a rehabilitation assisting device such as the walking training device 100 described in the first embodiment. In addition, although not specifically described, the various examples described in Embodiment 1 can also be applied to this embodiment except for the following points of difference.

[0228] The learning device according to this embodiment differs from the learning device according to Embodiment 1 in that it includes the following analysis unit instead of the level output unit such as the determination unit exemplified by the level determination unit 510 a. The learning device according to this embodiment can be exemplified using the server 501, and t...

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PUM

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Abstract

The invention relates to a learning system, a rehabilitation assistance system, a method, a program, and a learning completion model. An acquisition part acquires a classification result obtained by classifying a training assistant by clustering analysis on the basis of first rehabilitation data including at least assistant data indicating the training assistant for rehabilitation performed by a trainer using a rehabilitation assistance system and index data indicating the degree of rehabilitation of the trainer. A learning part generates a learning model to which second rehabilitation data including at least action data indicating an auxiliary action performed by the training assistant for the purpose of assisting the trainer is input, and outputs action data indicating a subsequent action of the training assistant. The learning part generates a learning model using, as teaching data, the second rehabilitation data that has been pre-processed on the basis of the classification result.

Description

technical field [0001] The present disclosure relates to a learning system, a rehabilitation assistance system, a method, a program, and a learned model. Background technique [0002] Trainers such as patients may use a rehabilitation assisting system such as a walking training device when performing rehabilitation exercises (rehabilitation). As an example of the gait training device, Japanese Patent No. 6052234 discloses a gait training device including a gait assisting device worn on the trainer's legs to assist the trainer's walking. [0003] When the trainer is performing rehabilitation, depending on the rehabilitation support system, training personnel such as doctors and physical therapists may accompany the trainer, talk to the trainer, give help, and set up and operate the rehabilitation support system as the trainer's assistance . [0004] However, in order to obtain a good training result, it is necessary for the training staff to set and operate the rehabilitati...

Claims

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Application Information

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IPC IPC(8): A61H1/02A61H3/00G06K9/62G06N20/00G16H20/30
CPCA61H1/0229A61H1/0262A61H3/00G06N20/00G16H20/30A61H2003/007A61H2201/1207A61H2201/50A61H2201/5058A61H2201/5069A61H2205/10G06F18/23G06F18/24G16H50/30G16H40/63G16H40/67G16H50/20A61H2201/5097A61H1/024A61H3/008A61H2201/1652A61H2201/5084A61H2203/0406A61H2201/5043A61H2201/5061A61H2230/625G06N3/084G06N3/044G06N3/045G06F18/214
Inventor 大槻将久中岛一诚中西贵江山本学山上菜月
Owner TOYOTA JIDOSHA KK
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