首页> Journal of biomechanical engineering> Machine Learning-Based Pre-Impact Fall Detection Model to Discriminate Various Types of Fall.

Machine Learning-Based Pre-Impact Fall Detection Model to Discriminate Various Types of Fall.

导出 LinkOut

翻译打印收藏纠错

第一作者： Tae Hyong,Kim

第一单位： Department of Biomechatronic Engineering,College of Biotechnology and Bioengineering,Sungkyunkwan University,2066 Seoburo,Jangangu,Suwon, Gyeonggi 16419, South Koreae-mail: sanctified@skku.edu.

作者： Tae Hyong,Kim ^[1] ; Ahnryul,Choi ^[2] ; Hyun Mu,Heo ^[3] ; Kyungran,Kim ^[4] ; Kyungsuk,Lee ^[5] ; Joung Hwan,Mun ^[6]

作者单位： Department of Biomechatronic Engineering,College of Biotechnology and Bioengineering,Sungkyunkwan University,2066 Seoburo,Jangangu,Suwon, Gyeonggi 16419, South Koreae-mail: sanctified@skku.edu. ^[1] Department of Biomechatronic Engineering,College of Biotechnology and Bioengineering,Sungkyunkwan University,2066 Seoburo,Jangangu,Suwon, Gyeonggi 16419, South Korea.;Department of Biomedical Engineering,College of Medical Convergence,Catholic Kwandong University,24, Beomil-ro 579 beon-gill,Gangneung, Gangwon 25601, South Koreae-mail: achoi@cku.ac.kr. ^[2] Department of Biomechatronic Engineering,College of Biotechnology and Bioengineering,Sungkyunkwan University,2066 Seoburo,Jangangu,Suwon, Gyeonggi 16419, South Koreae-mail: hhmoo91@naver.com. ^[3] Agricultural Health and Safety Division,Rural Development Administration,300 Nongsaengmyeong-ro,Wansan-gu,Jeonju, Jeollabuk 54875, South Koreae-mail: kimgr@korea.kr. ^[4] Agricultural Health and Safety Division,Rural Development Administration,300 Nongsaengmyeong-ro,Wansan-gu,Jeonju,Jeollabuk 54875, South Koreae-mail: kyungsuk9903@gmail.com. ^[5] Department of Biomechatronic Engineering,College of Biotechnology and Bioengineering,Sungkyunkwan University,2066 Seoburo,Jangangu,Suwon, Gyeonggi 16419, South Koreae-mail: jmun@skku.edu. ^[6]

关键词 accelerometer time series machine-learning algorithm multiclass fall type pre-impact fall detection

DOI 10.1115/1.4043449

PMID 30968932

发布时间 2022-11-16

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交