ㆍMachine Learning for Activities of Daily Livings
ㆍActivity of daily living is a term used in healthcare to refer to people's daily self care activities
ㆍCommon ADLs include feeding ourselves, bathing, dressing, grooming, work, homemaking, cleaning oneself after defecating and leisure.
ㆍAlgorithms are required to determine ADLs for the development of rehabilitative instruments.
Issues
Motion Intention Estimation and Assessment of Important Feature
using Machine Learning
ㆍGait and the other ADL estimation using Neural Network Algorithm.
ㆍImplementing a function to determine the importance of a feature by analyzing the neural network structure.
ㆍAlgorithm of a state machine that determines the condition of a normal people.
ㆍAlgorithm of a state machine that distinguishes abnormal people from normal people.
Copyright (c) 2019, Center for bionics, KIST.
Fall Detection and Reduce Impact Force
Copyright (c) 2021, Center for bionics, KIST.
ㆍFall detection using COP calculated by ground reaction force measured with insole device.
ㆍComparison and evaluation of tree algorithm, SVM and Neural Network models.
ㆍDevelopment of fall impact reduction device.
Copyright (c) 2019, Center for bionics, KIST.
Copyright (c) 2021, Center for bionics, KIST.
