%0 Journal Article %@ 1438-8871 %I JMIR Publications %V 24 %N 8 %P e39190 %T Recognition of Gait Patterns in Older Adults Using Wearable Smartwatch Devices: Observational Study %A Kim,Hyeon-Joo %A Kim,Hyejoo %A Park,Jinyoon %A Oh,Bumjo %A Kim,Seung-Chan %+ Machine Learning Systems Lab, College of Sports Science, Sungkyunkwan University, 2066 Seoburo, Jangan-gu, Suseong Bldg #05111a, Suwon, 16419, Republic of Korea, 82 10 2533 1915, seungk@g.skku.edu %K activity recognition %K machine learning %K health monitoring %K gait analysis %K wearable %K sequence classification %K mobile health %K mHealth %K neural network %D 2022 %7 24.8.2022 %9 Research Letter %J J Med Internet Res %G English %X %M 36001374 %R 10.2196/39190 %U https://www.jmir.org/2022/8/e39190 %U https://doi.org/10.2196/39190 %U http://www.ncbi.nlm.nih.gov/pubmed/36001374