Hyunbin Kwon

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Heart Rate Variability

Convolutional Neural Networks

Event Detection

Top Venues

IEEE J. Biomed. Health Informatics

Comput. Biol. Medicine

IEEE Trans. Biomed. Eng.

Publications

Hyunbin Kwon, Dongyeon Son, Dongseok Lee, Heenam Yoon, Mi Hyun Lee, Yu Jin Lee, Sangho Choi, Kwang Suk Park
Hybrid CNN-LSTM Network for Real-Time Apnea-Hypopnea Event Detection Based on IR-UWB Radar. IEEE Access 10 (2022)
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
Changes in physiological network connectivity of body system in narcolepsy during REM sleep. Comput. Biol. Medicine 136 (2021)
Dongseok Lee, Hyunbin Kwon, Dongyeon Son, Heesang Eom, Cheolsoo Park, Yonggyu Lim, Chulhun Seo, Kwangsuk Park
Beat-to-Beat Continuous Blood Pressure Estimation Using Bidirectional Long Short-Term Memory Network. Sensors 21 (1) (2021)
Hyunbin Kwon, Sang Ho Choi, Dongseok Lee, Dongyeon Son, Heenam Yoon, Mi Hyun Lee, Yu Jin Lee, Kwang Suk Park
Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Dongseok Lee, Hyunbin Kwon, Hongji Lee, Chulhun Seo, Kwangsuk Park
Optimal Lead Position in Patch-Type Monitoring Sensors for Reconstructing 12-Lead ECG Signals with Universal Transformation Coefficient. Sensors 20 (4) (2020)
Sangho Choi, Hyunbin Kwon, Hyung Won Jin, Heenam Yoon, Mi Hyun Lee, Yu Jin Lee, Kwang Suk Park
Long Short-Term Memory Networks for Unconstrained Sleep Stage Classification Using Polyvinylidene Fluoride Film Sensor. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Sangho Choi, Heenam Yoon, Hyung Won Jin, Hyunbin Kwon, Seong Min Oh, Yu-Jin Lee, Kwang Suk Park
Effect of Closed-Loop Vibration Stimulation on Heart Rhythm during Naps. Sensors 19 (19) (2019)
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
Sleep-Dependent Directional Coupling of Cardiorespiratory System in Patients With Obstructive Sleep Apnea. IEEE Trans. Biomed. Eng. 65 (12) (2018)
Seunghyeok Hong, Hyunbin Kwon, Sangho Choi, Kwang Suk Park
Intelligent system for drowsiness recognition based on ear canal electroencephalography with photoplethysmography and electrocardiography. Inf. Sci. 453 (2018)
Sangho Choi, Hee Nam Yoon, Hyun Seok Kim, Hanbyul Kim, Hyunbin Kwon, Sung Min Oh, Yu-Jin Lee, Kwang Suk Park
Real-time apnea-hypopnea event detection during sleep by convolutional neural networks. Comput. Biol. Medicine 100 (2018)
Hyunbin Kwon, Hee Nam Yoon, Dawoon Jung, Sangho Choi, Jaewon Choi, Yu-Jin Lee, Do-Un Jeong, Kwang Suk Park
Heart rate variability in patients with major depressive disorder and healthy controls during non-REM sleep and REM sleep. EMBC (2017)