Hyun Bin Kwon

Real-time apnea-hypopnea event detection during sleep by convolutional neural networks

Sang Ho Choi, Heenam Yoon, Hyun-Seok Kim et al. · Computers in Biology and Medicine · 2018 · 113 citations

Computing, Computer Science, Data Science +14

Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar

Hyun Bin Kwon, Sang Ho Choi, Dong‐Seok Lee et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 78 citations

Nursing, Radiology, Psychophysiology +16

Hybrid CNN-LSTM Network for Real-Time Apnea-Hypopnea Event Detection Based on IR-UWB Radar

Hyun Bin Kwon, Dongyeon Son, Dongseok Lee et al. · IEEE Access · 2021 · 50 citations · Full text

Engineering, Internal Medicine, Computer Vision +15

Reconstruction of 12-lead ECG Using a Single-patch Device

Hong J. Lee, Dong‐Seok Lee, Hyun Bin Kwon et al. · Methods of Information in Medicine · 2017 · 33 citations

Engineering, Bioengineering, Biomedical Engineering +17

Long Short-Term Memory Networks for Unconstrained Sleep Stage Classification Using Polyvinylidene Fluoride Film Sensor

Sang Ho Choi, Hyun Bin Kwon, Hyung Won Jin et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 31 citations

Engineering, Bioengineering, Biomedical Engineering +15