Heart rate variability in patients with major depressive disorder and healthy controls during non-REM sleep and REM sleep. - Hyunbin Kwon; Hee Nam Yoon; Dawoon Jung 001; Sangho Choi; Jaewon Choi; Yu-Jin Lee; Do-Un Jeong; Kwang Suk Park (EMBC, 2017)

Real-time apnea-hypopnea event detection during sleep by convolutional neural networks. - Sangho Choi; Hee Nam Yoon; Hyun Seok Kim; Hanbyul Kim; Hyunbin Kwon; Sung Min Oh; Yu-Jin Lee; Kwang Suk Park (Comput. Biol. Medicine, 2018)

Intelligent system for drowsiness recognition based on ear canal electroencephalography with photoplethysmography and electrocardiography. - Seunghyeok Hong; Hyunbin Kwon; Sangho Choi; Kwang Suk Park (Inf. Sci., 2018)

Sleep-Dependent Directional Coupling of Cardiorespiratory System in Patients With Obstructive Sleep Apnea. - Hee Nam Yoon; Sangho Choi; Hyunbin Kwon; Sang Kyong Kim; Su-Hwan Hwang; Sung Min Oh; Jaewon Choi; Yu-Jin Lee; Do-Un Jeong; Kwang Suk Park (IEEE Trans. Biomed. Eng., 2018)

Effect of Closed-Loop Vibration Stimulation on Heart Rhythm during Naps. - Sangho Choi; Heenam Yoon; Hyung Won Jin; Hyunbin Kwon; Seong Min Oh; Yu-Jin Lee; Kwang Suk Park (Sensors, 2019)

Optimal Lead Position in Patch-Type Monitoring Sensors for Reconstructing 12-Lead ECG Signals with Universal Transformation Coefficient. - Dongseok Lee; Hyunbin Kwon; Hongji Lee; Chulhun Seo; Kwangsuk Park (Sensors, 2020)

Long Short-Term Memory Networks for Unconstrained Sleep Stage Classification Using Polyvinylidene Fluoride Film Sensor. - Sangho Choi; Hyunbin Kwon; Hyung Won Jin; Heenam Yoon; Mi Hyun Lee; Yu Jin Lee; Kwang Suk Park (IEEE J. Biomed. Health Informatics, 2020)

Changes in physiological network connectivity of body system in narcolepsy during REM sleep. - Dongyeon Son; Hyunbin Kwon; Dongseok Lee; Hyung Won Jin; Jonghyeok Jeong; Jeehoon Kim; Sangho Choi; Heenam Yoon; Mi Hyun Lee; Yu Jin Lee; Kwang Suk Park (Comput. Biol. Medicine, 2021)

Beat-to-Beat Continuous Blood Pressure Estimation Using Bidirectional Long Short-Term Memory Network. - Dongseok Lee; Hyunbin Kwon; Dongyeon Son; Heesang Eom; Cheolsoo Park; Yonggyu Lim; Chulhun Seo; Kwangsuk Park (Sensors, 2021)

Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar. - Hyunbin Kwon; Sang Ho Choi; Dongseok Lee; Dongyeon Son; Heenam Yoon; Mi Hyun Lee; Yu Jin Lee; Kwang Suk Park (IEEE J. Biomed. Health Informatics, 2021)

Hybrid CNN-LSTM Network for Real-Time Apnea-Hypopnea Event Detection Based on IR-UWB Radar. - Hyunbin Kwon; Dongyeon Son; Dongseok Lee; Heenam Yoon; Mi Hyun Lee; Yu Jin Lee; Sangho Choi; Kwang Suk Park (IEEE Access, 2022)