Design of a Fast Learning Classifier for Sleep Apnea Database based on Fuzzy SVM. - Sooyong Lee; Erdenebayar Urtnasan; Kyoung-Joung Lee (Int. J. Fuzzy Log. Intell. Syst., 2017)

Optimal Classifier for Detection of Obstructive Sleep Apnea Using a Heartbeat Signal. - Erdenebayar Urtnasan; Jonguk Park; Sooyong Lee; Kyoung-Joung Lee (Int. J. Fuzzy Log. Intell. Syst., 2017)

Cardiopulmonary Coupling Analysis Using Home Sleep Monitoring System Based on Air Mattress. - Jonguk Park; Erdenebayar Urtnasan; Eun-Yeon Joo; Kyoung-Joung Lee (J. Medical Syst., 2017)

Automated Detection of Obstructive Sleep Apnea Events from a Single-Lead Electrocardiogram Using a Convolutional Neural Network. - Erdenebayar Urtnasan; Jonguk Park; Eun-Yeon Joo; Kyoung-Joung Lee (J. Medical Syst., 2018)

Deep learning approaches for automatic detection of sleep apnea events from an electrocardiogram. - Erdenebayar Urtnasan; Yoon Ji Kim; Jonguk Park; Eun Yeon Joo; Kyoung-Joung Lee (Comput. Methods Programs Biomed., 2019)

Automatic Classification of Sleep Stage from an ECG Signal Using a Gated-Recurrent Unit. - Erdenebayar Urtnasan; Yeewoong Kim; Jonguk Park; Sooyong Lee; Kyoung-Joung Lee (Int. J. Fuzzy Log. Intell. Syst., 2020)

Prediction Method of Periodic Limb Movements Based on Deep Learning Using ECG Signal. - Erdenebayar Urtnasan; Jonguk Park; Sooyong Lee; Eun-Yeon Joo; Kyoung-Joung Lee (Int. J. Fuzzy Log. Intell. Syst., 2020)

Multi-Class Classification of Sleep Apnea/Hypopnea Events Based on Long Short-Term Memory Using a Photoplethysmography Signal. - Changhoon Kang; Erdenebayar Urtnasan; Jonguk Park; Kyoung-Joung Lee (J. Medical Syst., 2020)

Estimation of Arterial Blood Pressure Based on Artificial Intelligence Using Single Earlobe Photoplethysmography during Cardiopulmonary Resuscitation. - Jonguk Park; Dongwon Kang; Erdenebayar Urtnasan; Yoon Ji Kim; Kyoung-Chul Cha; Kyoung-Joung Lee (J. Medical Syst., 2020)

Automatic detection of sleep-disordered breathing events using recurrent neural networks from an electrocardiogram signal. - Erdenebayar Urtnasan; Jonguk Park; Kyoung-Joung Lee (Neural Comput. Appl., 2020)

A Prediction Algorithm for Hypoglycemia Based on Support Vector Machine Using Glucose Level and Electrocardiogram. - Jonguk Park; Yeewoong Kim; Yerin Lee; Erdenebayar Urtnasan; Kyoung-Joung Lee (J. Medical Syst., 2022)

Ensemble Learning Approaches for Automatic Detection of Chronic Kidney Disease Stages during Sleep. - Tae Gwan Jang; So Yeon Park; Ji Ae Lee; Ha Young Park; Tserendulam Dorjmaa; Dongwon Kang; Jae-Won Yang; Erdenebayar Urtnasan (EMBC, 2024)