Hyun-Lim Yang - RankMe

11 papers C 1Journal 7Unranked 3

Year	Rank	Type	Title / Venue / Authors
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 and validation of a multi-stage self-supervised learning model for optical coherence tomography image classification. J. Am. Medical Informatics Assoc. Sungho Shim, Min-Soo Kim, Che Gyem Yae, Yong Koo Kang, Jae Rock Do, Hong Kyun Kim, Hyun-Lim Yang
2025	J	`jnl`	MORE-CLEAR: Multimodal Offline Reinforcement learning for Clinical notes Leveraged Enhanced State Representation. CoRR Yooseok Lim, ByoungJun Jeon, Seong-A Park, Jisoo Lee, Sae Won Choi, Chang Wook Jeong, Ho-Geol Ryu, Hongyeol Lee, Hyun-Lim Yang
2024	—	`conf`	Comparison of self-supervised learning methods for optical coherence tomography image classification. ICMHI Sungho Shim, Hyun-Lim Yang, Min-Soo Kim
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
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`	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
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