Publications
Publications
* denotes equal contribution
* denotes equal contribution
Visual Interpretation of Deep Learning Model in ECG Classification: A Comprehensive Evaluation of Feature Attribution Methods
Jangwon Suh, Jimyeong Kim, Soonil Kwon, Euna Jung, Hyo-Jeong Ahn, Kyung-Yeon Lee, Eue-Keun Choi, and Wonjong Rhee
Computers in Biology and Medicine (2024)
Classification of Underlying Paroxysmal Supraventricular Tachycardia Types Using Deep Learning of Sinus Rhythm Electrocardiograms
Soonil Kwon*, Jangwon Suh*, Eue-Keun Choi, Jimyeong Kim, Hojin Ju, Hyo-Jeong Ahn, Sunhwa Kim, So-Ryoung Lee, Seil Oh, and Wonjong Rhee
Digital Health (2024)
Machine Learning Prediction for the Recurrence After Electrical Cardioversion of Patients With Persistent Atrial Fibrillation
Soonil Kwon*, Eunjung Lee*, Hojin Ju, Hyo-Jeong Ahn, So-Ryoung Lee, Eue-Keun Choi, Jangwon Suh, Seil Oh, and Wonjong Rhee
Korean Circulation Journal (2023)
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Cross-Attention Head Position Patterns Can Align with Human Visual Concepts in Text-to-Image Generative Models
Jungwon Park, Jungmin Ko, Dongnam Byun, Jangwon Suh, and Wonjong Rhee
The Thirteenth International Conference on Learning Representations (ICLR 2025)
Learning ECG Representations for Multi-label Classification of Cardiac Abnormalities
Jangwon Suh, Jimyeong Kim, Eunjung Lee, Jaeill Kim, Duhun Hwang, Jungwon Park, Junghoon Lee, Jaeseung Park, Seo-Yoon Moon, Yeonsu Kim, Min Kang, Soonil Kwon, Eue-Keun Choi, and Wonjong Rhee
Computing in Cardiology (CinC 2021, Oral presentation)
Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation
Jaekeol Choi, Euna Jung, Jangwon Suh, and Wonjong Rhee
ACM SIGIR conference on Research and Development in Information Retrieval (SIGIR 2021, Short paper)
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Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing
Jaeill Kim, Duhun Hwang, Eunjung Lee, Jangwon Suh, Jimyeong Kim, and Wonjong Rhee
arXiv preprint arXiv:2401.05730
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Evaluating Feature Attribution Methods for Electrocardiogram
Jangwon Suh, Jimyeong Kim, Euna Jung, and Wonjong Rhee
arXiv preprint arXiv:2211.12702
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AI-assisted short-term forecasting of impending atrial fibrillation episodes using a wearable ECG patch
Work in process
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