Erdenebayar Urtnasan

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Interpretable Feature Selection and Hybrid Deep Learning Models for Depressive Symptoms Prediction from Wearable Device Data.
J. Medical Syst.
Jaehoon Ko, Somin Oh, Doljinsuren Enkhbayar, Jin-Kyung Lee, Moo-Kwon Chung, Taeksoo Shin, Min-Hyuk Kim, Hyo-Sang Lim, Erdenebayar Urtnasan, Jaehong Key
2025 J jnl
AI-Based Approaches for Automatic Prescreening of Parkinson's Disease Using EEG Signal during Sleep.
Int. J. Fuzzy Log. Intell. Syst.
Somin Oh, Jaehoon Ko, Erdenebayar Urtnasan, Jaehong Key
2025 J jnl
Ensemble learning approaches for early prediction of chronic kidney disease based on polysomnographic phenotype analysis.
npj Digit. Medicine
Dong Hui Shin, Doljinsuren Enkhbayar, So Yeon Park, Tae Gwan Jang, Ha Young Park, Ji Ae Lee, Jae-Won Yang, Jaesoo Kim, Erdenebayar Urtnasan
2024 — conf
Ensemble Learning Approaches for Automatic Detection of Chronic Kidney Disease Stages during Sleep.
EMBC
Tae Gwan Jang, So Yeon Park, Ji Ae Lee, Ha Young Park, Tserendulam Dorjmaa, Dongwon Kang, Jae-Won Yang, Erdenebayar Urtnasan
2022 J jnl
A Prediction Algorithm for Hypoglycemia Based on Support Vector Machine Using Glucose Level and Electrocardiogram.
J. Medical Syst.
Jonguk Park, Yeewoong Kim, Yerin Lee, Erdenebayar Urtnasan, Kyoung-Joung Lee
2020 J jnl
Automatic Classification of Sleep Stage from an ECG Signal Using a Gated-Recurrent Unit.
Int. J. Fuzzy Log. Intell. Syst.
Erdenebayar Urtnasan, Yeewoong Kim, Jonguk Park, Sooyong Lee, Kyoung-Joung Lee
2020 J jnl
Automatic detection of sleep-disordered breathing events using recurrent neural networks from an electrocardiogram signal.
Neural Comput. Appl.
Erdenebayar Urtnasan, Jonguk Park, Kyoung-Joung Lee
2020 J jnl
Estimation of Arterial Blood Pressure Based on Artificial Intelligence Using Single Earlobe Photoplethysmography during Cardiopulmonary Resuscitation.
J. Medical Syst.
Jonguk Park, Dongwon Kang, Erdenebayar Urtnasan, Yoon Ji Kim, Kyoung-Chul Cha, Kyoung-Joung Lee
2020 J jnl
Multi-Class Classification of Sleep Apnea/Hypopnea Events Based on Long Short-Term Memory Using a Photoplethysmography Signal.
J. Medical Syst.
Changhoon Kang, Erdenebayar Urtnasan, Jonguk Park, Kyoung-Joung Lee
2020 J jnl
Prediction Method of Periodic Limb Movements Based on Deep Learning Using ECG Signal.
Int. J. Fuzzy Log. Intell. Syst.
Erdenebayar Urtnasan, Jonguk Park, Sooyong Lee, Eun-Yeon Joo, Kyoung-Joung Lee
2019 J jnl
Deep learning approaches for automatic detection of sleep apnea events from an electrocardiogram.
Comput. Methods Programs Biomed.
Erdenebayar Urtnasan, Yoon Ji Kim, Jonguk Park, Eun Yeon Joo, Kyoung-Joung Lee
2018 J jnl
Automated Detection of Obstructive Sleep Apnea Events from a Single-Lead Electrocardiogram Using a Convolutional Neural Network.
J. Medical Syst.
Erdenebayar Urtnasan, Jonguk Park, Eun-Yeon Joo, Kyoung-Joung Lee
2017 J jnl
Cardiopulmonary Coupling Analysis Using Home Sleep Monitoring System Based on Air Mattress.
J. Medical Syst.
Jonguk Park, Erdenebayar Urtnasan, Eun-Yeon Joo, Kyoung-Joung Lee
2017 J jnl
Design of a Fast Learning Classifier for Sleep Apnea Database based on Fuzzy SVM.
Int. J. Fuzzy Log. Intell. Syst.
Sooyong Lee, Erdenebayar Urtnasan, Kyoung-Joung Lee
2017 J jnl
Optimal Classifier for Detection of Obstructive Sleep Apnea Using a Heartbeat Signal.
Int. J. Fuzzy Log. Intell. Syst.
Erdenebayar Urtnasan, Jonguk Park, Sooyong Lee, Kyoung-Joung Lee