Application US20200411194 AI Biotech/Diagnostics: Cardio

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Application US20200411194

Published 2020-12-31

Rehabilitation Support System, Prediction Device, Learning Device, Methods, And Storage Medium

A learning device includes a data acquisition unit configured to acquire rehabilitation data from a rehabilitation support device having an actuator configured to assist a rehabilitation movement of a trainee and a sensor configured to detect data on the rehabilitation movement assisted by the actuator, a data generation unit configured to generate, as data for learning, the rehabilitation data that includes detected data corresponding to a detection result by the sensor, and a learning unit configured to generate, by performing machine learning using the data for learning, a learning model that outputs an index indicating a movement ability of the trainee, upon receiving an input of the detected data.

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6 Independent Claims

1. A rehabilitation support system comprising: an actuator configured to assist a rehabilitation movement of a trainee; a sensor configured to detect data on the rehabilitation movement assisted by the actuator; and a storage medium configured to store a learned model that outputs an index indicating a movement ability of the trainee when the actuator is not used, upon receiving an input of detected data corresponding to a detection result by the sensor.
7. A prediction device that predicts a movement ability of a trainee that performs rehabilitation with a rehabilitation support device, the prediction device comprising: a data acquisition unit configured to acquire rehabilitation data on rehabilitation of the trainee; and a prediction unit configured to predict the movement ability based on the rehabilitation data, wherein: an actuator configured to assist a rehabilitation movement of the trainee; and a sensor configured to detect data on the rehabilitation movement assisted by the actuator;
8. A prediction method of predicting a movement ability of a trainee that performs rehabilitation with a rehabilitation support device, the prediction method comprising: acquiring rehabilitation data on rehabilitation of the trainee; and predicting the movement ability based on the rehabilitation data, wherein: an actuator configured to assist a rehabilitation movement of the trainee; and a sensor configured to detect data on the rehabilitation movement assisted by the actuator; and
10. A learning device comprising: A data acquisition unit configured to acquire rehabilitation data from a rehabilitation support device including an actuator configured to assist a rehabilitation movement of a trainee and a sensor configured to detect data on the rehabilitation movement assisted by the actuator; a data generation unit configured to generate, as data for learning, an index indicating a movement ability of the trainee and the rehabilitation data that includes detected data corresponding to a detection result by the sensor; and a learning unit configured to generate, by performing machine learning using the data for learning, a learning model that outputs an index indicating the movement ability of the trainee when the actuator is not used, upon receiving an input of the detected data.
18. A learning method comprising: acquiring rehabilitation data from a rehabilitation support device including an actuator configured to assist a rehabilitation movement of a trainee and a sensor configured to detect data on the rehabilitation movement assisted by the actuator; generating, as data for learning, an index indicating a movement ability of the trainee and the rehabilitation data that includes detected data corresponding to a detection result by the sensor; and generating, by performing machine learning using the data for learning, a learning model that outputs an index indicating the movement ability of the trainee when the actuator is not used, upon receiving an input of the detected data.
20. An operation method of operating a rehabilitation support system including an actuator configured to assist a rehabilitation movement of a trainee and a sensor configured to detect data on the rehabilitation movement assisted by the actuator, the operation method comprising: acquiring detected data corresponding to a detection result by the sensor; and outputting an index indicating a movement ability of the trainee when the actuator is not used, upon receiving an input of the detected data.