Personalized Health Prediction AI Models Using Transfer Learning and Strategic Overfitting on Wearable Device Data.

Se-Jin Ahn

Inyong Jeong Seokjin Kong Yeongmin Kim Yihyun Kim Byeongsu Kim Se-Jin Ahn Ju-Wan Kim Hwamin Lee Personalized Health Prediction AI Models Using Transfer Learning and Strategic Overfitting on Wearable Device Data. 45 2025 December 49 J. Medical Syst. 1 https://doi.org/10.1007/s10916-025-02180-5 db/journals/jms/jms49.html#JeongKKKKAKL25 streams/journals/jms

Jun-Woo Lee Dong-Jun Park Min-Kyu Kim Myung-Jun Shin Jong-Hwan Park Byeong-Ju Lee Eun-Lee Lee Joon-Soo Jeong Se-Jin Ahn Timed up & go quantification algorithm using IMU and sEMG signal. 104309 2023 80 Biomed. Signal Process. Control. Part https://doi.org/10.1016/j.bspc.2022.104309 db/journals/bspc/bspc80.html#LeePKSPLLJA23

Min-Kyu Kim Dong-Jun Park Jun-Woo Lee Se-Jin Ahn Myung-Jun Shin Quantitative Evaluation of TUG Test with IMU and sEMG Sensors in Wearable Device (Poster). 495 2019 CSE/EUC https://doi.org/10.1109/CSE/EUC.2019.00097 conf/cse/2019 db/conf/cse/cse2019.html#KimPLAS19 Dong-Hyun Lee Dong-Jun Park Myung-Jun Lee Se-Jin Ahn Weui-Bong Jeong Quantification of Hand Motor Disturbance in Parkinson's Patients using sEMG Sensor (Poster). 496 2019 CSE/EUC https://doi.org/10.1109/CSE/EUC.2019.00098 conf/cse/2019 db/conf/cse/cse2019.html#LeePLAJ19 Dong-Jun Park Jun-Woo Lee Myung-Jun Lee Se-Jin Ahn Weui-Bong Jeong Wearable IMU Sensor for Monitoring Hand Motion Disorder in Parkinson's Patients (Poster). 497 2019 CSE/EUC https://doi.org/10.1109/CSE/EUC.2019.00099 conf/cse/2019 db/conf/cse/cse2019.html#ParkLLAJ19 Inyong Jeong Joon-Soo Jeong Weui-Bong Jeong Byeongsu Kim Juwan KimJu-Wan Kim Minkyu KimMin-Kyu Kim Yeongmin Kim Yihyun Kim Seokjin Kong Byeong-Ju Lee Dong-Hyun Lee Eun-Lee Lee Hwa-Min LeeHwamin Lee Jun-Woo Lee Myung-Jun Lee Dong-Jun Park Jong-Hwan Park Myung-Jun Shin