An Energy-Efficient Algorithm for Classification of Fall Types Using a Wearable Sensor. - Soon Bin Kwon; Jeong-Ho Park; Chiheon Kwon; Hyung Joong Kong; Jae Youn Hwang; Hee Chan Kim (IEEE Access, 2019)

Machine Learning-Based Automatic Classification of Knee Osteoarthritis Severity Using Gait Data and Radiographic Images. - Soon Bin Kwon; Hyuk-Soo Han; Myung Chul Lee; Hee Chan Kim; Yunseo Ku; Du Hyun Ro (IEEE Access, 2020)

A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning. - Ahmed Elhussein; Jude P. Savarraj; E. Sander Connolly; Murad Megjhani; Soon Bin Kwon; Angela Velazquez; Daniel Nametz; David J. Roh; Jan Claassen; Miriam Weiss; Sachin Agarwal 005; Huimahn A. Choi; et al. (BIBM, 2023)