1. 인체 밸런스 (전정계) 기능 장애 평가를 위한 신개념 머신러닝 및 COP 센싱 기술 개발, 한국연구재단, 교육부, 2021/06 – 2026/05, 연구책임
2. 영상정합 정확도가 개선된 AI 기반 비부비동 및 뇌기저부 수술로봇용 내비게이션시스템 개발, 한국산업기술평가관리원, 산업통상자원부, 2021/04 – 2024/12, 참여연구책임
대표 SCI 논문
1. Choi A, Kim TH, Yuhai O, Jeong S, Kim K, Kim H, Mun JH (2022): "Deep learning-based near-fall detection algorithm for fall risk monitoring system using a single inertial measurement unit" IEEE Trans Neural Syst Rehabil Eng 30: 2385-2394
2. Mun F, Choi A (2022): "Deep learning approach to estimate foot pressure distribution in walking with application for a cost-effective insole system" J NueroEng Rehabil 19: 1-14.
3. Choi A, Par E, Kim TH, Im GJ, Mun JH (2022): "A novel optimization-based convolution neural network to estimate the contribution of sensory inputs to postural stability during quiet standing" IEEE J Biomed Health Inform 26: 4414-4425.