Hyung-Chul Lee

26 papers A* 1C 1Journal 20Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficacy of large language models in detecting postoperative delirium from unstructured clinical notes: A retrospective cohort study. npj Digit. Medicine Da-in Eun, Hyung-Chul Lee, Gang Heo, Jae Hoon Jeong, Jipyeong Lee, Hyeonhoon Lee, Sang-Youn Park, Karam Nam, Ho-jin Lee, Jae-Woo Ju
2026	J	`jnl`	Electrocardiogram-based deep learning score for coronary artery calcification reclassifies cardiovascular risk and identifies screening candidates. BMC Medical Informatics Decis. Mak. Changho Han, Seng Chan You, Hyung-Chul Lee, Jin Young Park, Hong-Seok Lim, ChulHyoung Park, Hui-Nam Pak, Oh-Seok Kwon, Songsoo Kim, Jung-Sun Kim, Dukyong Yoon
2025	J	`jnl`	A Masked Representation Learning to Model Cardiac Functions Using Multiple Physiological Signals. CoRR Seong-A Park, JongEui Chae, Sungdong Kim, Hyung-Chul Lee, Hyun-Lim Yang
2025	—	`conf`	Deep Learning-Based Arterial Blood Pressure Waveform Generation Using Photoplethysmography for Non-Invasive Hemodynamic Monitoring. MedInfo Sangha Kim, Hyeonhoon Lee, Seong-A Park, Hyun-Lim Yang, Ho Geol Ryu, Hyung-Chul Lee
2025	J	`jnl`	Development of a deep learning-based prediction model for postoperative delirium using intraoperative electroencephalogram in adults. npj Digit. Medicine Jang Ho Ahn, Hyeonhoon Lee, Pedro Gambus, Hyun-Kyu Yoon, Jae-Woo Ju, Hyung-Chul Lee
2025	J	`jnl`	EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports. CoRR Lama Moukheiber, Mira Moukheiber, Dana Moukheiiber, Jae-Woo Ju, Hyung-Chul Lee
2025	—	`conf`	Enhancing Cardiac Arrest Prediction in Critically Ill Patients: A Sequence-Based Embedding Approach with Mamba. MedInfo Ukdong Gim, Yunseob Shin, Dongjoon Yoo, KyungJae Cho, Hyung-Chul Lee, Leerang Lim, Woo Hyun Cho
2025	J	`jnl`	Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes. npj Digit. Medicine Hyun-Kyu Yoon, Bo Rim Kim, Hyo Young Kim, Dae Keun Park, Hyo Sung Kim, Hye-Yeon Cho, Hyung-Chul Lee, Hyeonhoon Lee
2025	—	`conf`	Optimizing Nursing Data for Al and CDSS: SNOMED CT Mapping Using K-MIMIC. MedInfo Youngeun Kim, Mijeong Park, Sang-Min Lee, Ho Geol Ryu, Hyung-Chul Lee, Taehoon Ko, Jongho Shin, Sul Mui Won, Sae Won Choi, Young-Gon Kim, Eui Kyu Chie, Jisan Lee
2025	J	`jnl`	Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health. CoRR Mira Moukheiber, Lama Moukheiber, Dana Moukheiber, Hyung-Chul Lee
2024	J	`jnl`	Comparison of NLP machine learning models with human physicians for ASA Physical Status classification. npj Digit. Medicine Soo Bin Yoon, Jipyeong Lee, Hyung-Chul Lee, Chul-Woo Jung, Hyeonhoon Lee
2024	J	`jnl`	NSTRI Global Collaborative Research Data Platform. CoRR Hyeonhoon Lee, Hanseul Kim, Kyungmin Cho, Hyung-Chul Lee
2024	J	`jnl`	Non-invasive prediction of massive transfusion during surgery using intraoperative hemodynamic monitoring data. J. Biomed. Informatics Doyun Kwon, Young Mi Jung, Hyung-Chul Lee, Tae Kyong Kim, Kwangsoo Kim, Garam Lee, Dokyoon Kim, Seung-Bo Lee, Seung Mi Lee
2024	J	`jnl`	Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients. npj Digit. Medicine Hong Yeul Lee, Soomin Chung, Dongwoo Hyeon, Hyun-Lim Yang, Hyung-Chul Lee, Ho Geol Ryu, Hyeonhoon Lee
2024	A*	`conf`	Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health. IJCAI Mira Moukheiber, Lama Moukheiber, Dana Moukheiber, Hyung-Chul Lee
2023	J	`jnl`	Automatic segmentation of atrial fibrillation and flutter in single-lead electrocardiograms by self-supervised learning and Transformer architecture. J. Am. Medical Informatics Assoc. Donghwan Yun, Hyun-Lim Yang, Soonil Kwon, So-Ryoung Lee, Kyungju Kim, Kwangsoo Kim, Hyung-Chul Lee, Chul-Woo Jung, Yon Su Kim, Seung Seok Han
2023	J	`jnl`	Deep reinforcement learning-based propofol infusion control for anesthesia: A feasibility study with a 3000-subject dataset. Comput. Biol. Medicine Won Joon Yun, Myungjae Shin, Soyi Jung, JeongGil Ko, Hyung-Chul Lee, Joongheon Kim
2023	J	`jnl`	Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia. npj Digit. Medicine Hyeonhoon Lee, Hyun-Kyu Yoon, Jaewon Kim, Ji Soo Park, Chang-Hoon Koo, Dongwook Won, Hyung-Chul Lee
2023	J	`jnl`	Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU. npj Digit. Medicine Hyeonhoon Lee, Hyun-Lim Yang, Ho Geol Ryu, Chul-Woo Jung, Youn Joung Cho, Soo Bin Yoon, Hyun-Kyu Yoon, Hyung-Chul Lee
2022	—	`conf`	Attention Mechanisms for Physiological Signal Deep Learning: Which Attention Should We Take? MICCAI (1) Seong-A Park, Hyung-Chul Lee, Chul-Woo Jung, Hyun-Lim Yang
2022	J	`jnl`	Attention mechanisms for physiological signal deep learning: which attention should we take? CoRR Seong-A Park, Hyung-Chul Lee, Chul-Woo Jung, Hyun-Lim Yang
2022	J	`jnl`	Developing and Validating Multi-Modal Models for Mortality Prediction in COVID-19 Patients: a Multi-center Retrospective Study. J. Digit. Imaging Joy Tzung-yu Wu, Miguel Ángel Armengol de La Hoz, Po-Chih Kuo, Joseph Alexander Paguio, Jasper Seth Yao, Edward Christopher Dee, Wesley Yeung, Jerry Jurado, Achintya Moulick, Carmelo Milazzo, Paloma Peinado, Paula Villares, Antonio Cubillo, José Felipe Varona, Hyung-Chul Lee, Alberto Estirado, José Maria Castellano, Leo Anthony Celi
2022	J	`jnl`	Multi-center validation of machine learning model for preoperative prediction of postoperative mortality. npj Digit. Medicine Seung Wook Lee, Hyung-Chul Lee, Jungyo Suh, Kyung Hyun Lee, Heonyi Lee, Suryang Seo, Tae Kyong Kim, Sang-Wook Lee, Yi-Jun Kim
2021	J	`jnl`	Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study. CoRR Joy Tzung-yu Wu, Miguel Ángel Armengol de La Hoz, Po-Chih Kuo, Joseph Alexander Paguio, Jasper Seth Yao, Edward Christopher Dee, Wesley Yeung, Jerry Jurado, Achintya Moulick, Carmelo Milazzo, Paloma Peinado, Paula Villares, Antonio Cubillo, José Felipe Varona, Hyung-Chul Lee, Alberto Estirado, José Maria Castellano, Leo Anthony Celi
2020	C	`conf`	A Deep Learning Method for Intraoperative Age-agnostic and Disease-specific Cardiac Output Monitoring from Arterial Blood Pressure. BIBE Hyun-Lim Yang, Hyung-Chul Lee, Chul-Woo Jung, Min-Soo Kim
2020	J	`jnl`	A Real-Time Depth of Anesthesia Monitoring System Based on Deep Neural Network With Large EDO Tolerant EEG Analog Front-End. IEEE Trans. Biomed. Circuits Syst. Yongjae Park, Su-Hyun Han, Wooseok Byun, Ji-Hoon Kim, Hyung-Chul Lee, Seong-Jin Kim