- 专利标题: SYSTEM AND METHOD FOR CLASSIFYING GAIT AND POSTURE ABNORMALITY
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申请号: US18265744申请日: 2021-12-07
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公开(公告)号: US20240115159A1公开(公告)日: 2024-04-11
- 发明人: Ganit SEGAL , Oren LIVNE , Clifford BLEUSTEIN , Micha BREAKSTONE
- 申请人: APOS MEDICAL ASSETS LTD
- 申请人地址: IL Tel Aviv
- 专利权人: APOS MEDICAL ASSETS LTD
- 当前专利权人: APOS MEDICAL ASSETS LTD
- 当前专利权人地址: IL Tel Aviv
- 国际申请: PCT/IL2021/051457 2021.12.07
- 进入国家日期: 2023-06-07
- 主分类号: A61B5/103
- IPC分类号: A61B5/103 ; A61B5/00 ; G06V10/80
摘要:
A method comprising: receiving, with respect to each of a plurality of subjects, data comprising at least one of: (i) a data representing center of pressure (COP) of a subject during at least on gait phase; (ii) a data representing center of gravity (COG) of the subject during at least on gait phase; and; (iii) a data representing posture of the subject during at least on gait phase; processing the data to extract a plurality of features representing the data, at a training stage, training a machine learning model on a training set comprising all of the plurality of features; and at an inference stage, applying the trained machine learning model to a target set of the features obtained for ma target subject, to classify posture, proprioception and/or kinesthesis of the target subject.
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