Lower extremity kinematics walking speed classification using long short-term memory neural frameworks

• Main Authors: Low, Wan Shi, Goh, Kheng Yee, Goh, Sim Kuan, Yeow, Chen Hua, Lai, Khin Wee, Goh, Siew Li, Chuah, Joon Huang, Chan, Chow Khuen
• Format: Article
• Published: Springer 2023
• Subjects: R Medicine; Medical technology; T Technology (General)
• Online Access: http://eprints.um.edu.my/39583/
• Institution: Universiti Malaya

Walking speed provides a good proxy for gait abnormalities as individuals with medical morbidities tend to walk slower than healthy subjects. The walking speed assessment can be utilized as a powerful predictor of health events, which are related to musculoskeletal disorder and mental disease. The e...