Real-time apnea-hypopnea event detection during sleep by convolutional neural networks SH Choi, H Yoon, HS Kim, HB Kim, HB Kwon, SM Oh, YJ Lee, KS Park Computers in biology and medicine 100, 123-131, 2018 | 115 | 2018 |
Smart technologies toward sleep monitoring at home KS Park, SH Choi Biomedical engineering letters 9, 73-85, 2019 | 95 | 2019 |
Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar HB Kwon, SH Choi, D Lee, D Son, H Yoon, MH Lee, YJ Lee, KS Park IEEE Journal of Biomedical and Health Informatics 25 (10), 3844-3853, 2021 | 64 | 2021 |
Intelligent system for drowsiness recognition based on ear canal electroencephalography with photoplethysmography and electrocardiography S Hong, H Kwon, SH Choi, KS Park Information Sciences 453, 302-322, 2018 | 50 | 2018 |
Estimation of sleep posture using a patch-type accelerometer based device H Yoon, S Hwang, D Jung, S Choi, K Joo, J Choi, Y Lee, DU Jeong, ... 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 50 | 2015 |
Hybrid CNN-LSTM network for real-time apnea-hypopnea event detection based on IR-UWB radar HB Kwon, D Son, D Lee, H Yoon, MH Lee, YJ Lee, SH Choi, KS Park IEEE Access 10, 17556-17564, 2021 | 43 | 2021 |
Heart rate variability changes in major depressive disorder during sleep: Fractal index correlates with BDI score during REM sleep HB Kwon, H Yoon, SH Choi, JW Choi, YJ Lee, KS Park Psychiatry research 271, 291-298, 2019 | 35 | 2019 |
Technologies for sleep monitoring at home: Wearables and nearables H Yoon, SH Choi Biomedical Engineering Letters 13 (3), 313-327, 2023 | 32 | 2023 |
Human heart rhythms synchronize while co-sleeping H Yoon, SH Choi, SK Kim, HB Kwon, SM Oh, JW Choi, YJ Lee, DU Jeong, ... Frontiers in physiology 10, 190, 2019 | 27 | 2019 |
Long short-term memory networks for unconstrained sleep stage classification using polyvinylidene fluoride film sensor SH Choi, HB Kwon, HW Jin, H Yoon, MH Lee, YJ Lee, KS Park IEEE journal of biomedical and health informatics 24 (12), 3606-3615, 2020 | 24 | 2020 |
Sleep-dependent directional coupling of cardiorespiratory system in patients with obstructive sleep apnea H Yoon, SH Choi, HB Kwon, SK Kim, SH Hwang, SM Oh, JW Choi, YJ Lee, ... IEEE transactions on biomedical engineering 65 (12), 2847-2854, 2018 | 24 | 2018 |
Wakefulness evaluation during sleep for healthy subjects and OSA patients using a patch-type device H Yoon, SH Hwang, SH Choi, JW Choi, YJ Lee, DU Jeong, KS Park Computer methods and programs in biomedicine 155, 127-138, 2018 | 18 | 2018 |
Convolutional Neural Networks for the Real-Time Monitoring of Vital Signs Based on Impulse Radio Ultrawide-Band Radar during Sleep SH Choi, H Yoon Sensors 23 (6), 3116, 2023 | 16 | 2023 |
The association between obstructive sleep apnea during REM sleep and autonomic dysfunction as measured by heart rate variability SM Oh, SH Choi, HJ Kim, KS Park, YJ Lee Sleep and Breathing 23, 865-871, 2019 | 16 | 2019 |
Effect of Closed-Loop Vibration Stimulation on Heart Rhythm during Naps SH Choi, H Yoon, HW Jin, HB Kwon, SM Oh, YJ Lee, KS Park Sensors 19 (19), 4136, 2019 | 15 | 2019 |
Association of heart rate variability with REM sleep without atonia in idiopathic REM sleep behavior disorder JH Yang, SH Choi, MH Lee, SM Oh, JW Choi, JE Park, KS Park, YJ Lee Journal of Clinical Sleep Medicine 17 (3), 461-469, 2021 | 14 | 2021 |
Characteristics of the pulse wave in patients with chronic gastritis and the healthy in Korean Medicine KY Shin, TB Lee, SO Jin, SH Choi, SK Yoo, Y Huh, JU Kim, JY Kim 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 13 | 2012 |
Electronic device for determining sleep state and method of controlling same B Hyun-Jae, K Park, SB Park, DY Kim, JT Oh, JG Cho, B Choi, S Seo, ... US Patent 10,123,735, 2018 | 11 | 2018 |
Weak closed-loop vibrational stimulation improves the depth of slow-wave sleep and declarative memory consolidation SH Choi, HB Kwon, HW Jin, H Yoon, MH Lee, YJ Lee, KS Park Sleep 44 (6), zsaa285, 2021 | 10 | 2021 |
Modulation of sleep using noninvasive stimulations during sleep KS Park, SH Choi, H Yoon Biomedical Engineering Letters 13 (3), 329-341, 2023 | 9 | 2023 |