Joon-Myoung Kwon

20 papers A* 1A 1Misc 2Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
ALFRED: Ask a Large-language model For Reliable ECG Diagnosis.
CoRR
Jin Yu, JaeHo Park, Taejun Park, Gyurin Kim, Jihyun Lee, Min Sung Lee, Joon-Myoung Kwon, Jeong Min Son, Yong-Yeon Jo
2025 — conf
Benchmarking ECG Delineation using Deep Neural Network-based Semantic Segmentation Models.
CHIL
JaeHo Park, Taejun Park, Joon-Myoung Kwon, Yong-Yeon Jo
2025 J jnl
Electrocardiographic-Driven artificial intelligence Model: A new approach to predicting One-Year mortality in heart failure with reduced ejection fraction patients.
Int. J. Medical Informatics
Hak Seung Lee, Ga In Han, Kyung-Hee Kim, Sora Kang, Jong-Hwan Jang, Yong-Yeon Jo, Jeong Min Son, Min Sung Lee, Joon-Myoung Kwon, Byung-Hee Oh
2025 — conf
Test-Time Calibration: A Framework for Personalized Test-Time Adaptation in Real-World Biosignals.
CHIL
Yong-Yeon Jo, Byeong Tak Lee, Jeong-Ho Hong, Hak Seung Lee, Joon-Myoung Kwon, Beom Joon Kim
2024 J jnl
Foundation Models for Electrocardiograms.
CoRR
Junho Song, Jong-Hwan Jang, Byeong Tak Lee, Dong-gyun Hong, Joon-Myoung Kwon, Yong-Yeon Jo
2024 J jnl
New Test-Time Scenario for Biosignal: Concept and Its Approach.
CoRR
Yong-Yeon Jo, Byeong Tak Lee, Beom Joon Kim, Jeong-Ho Hong, Hak Seung Lee, Joon-Myoung Kwon
2024 J jnl
TADA: Temporal Adversarial Data Augmentation for Time Series Data.
CoRR
Byeong Tak Lee, Joon-Myoung Kwon, Yong-Yeon Jo
2023 A* conf
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.
NeurIPS
Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-Myoung Kwon, Edward Choi
2023 J jnl
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram.
CoRR
Jungwoo Oh, Seongsu Bae, Gyubok Lee, Joon-Myoung Kwon, Edward Choi
2023 Misc conf
ECGT2T: Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads.
ICASSP
Yong-Yeon Jo, Young Sang Choi, Jong-Hwan Jang, Joon-Myoung Kwon
2023 J jnl
Optimizing Neural Network Scale for ECG Classification.
CoRR
Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon
2023 Misc conf
Text-to-ECG: 12-Lead Electrocardiogram Synthesis Conditioned on Clinical Text Reports.
ICASSP
Hyunseung Chung, Jiho Kim, Joon-Myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi
2023 J jnl
Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical Text Reports.
CoRR
Hyunseung Chung, Jiho Kim, Joon-Myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi
2022 — conf
Automatic Detection of Noisy Electrocardiogram Signals Without Explicit Noise Labels.
ICPR Workshops (2)
Radhika Dua, Jiyoung Lee, Joon-Myoung Kwon, Edward Choi
2022 J jnl
Automatic Detection of Noisy Electrocardiogram Signals without Explicit Noise Labels.
CoRR
Radhika Dua, Jiyoung Lee, Joon-Myoung Kwon, Edward Choi
2022 A conf
Efficient Data Augmentation Policy for Electrocardiograms.
CIKM
ByeongTak Lee, Yong-Yeon Jo, Seon-Yu Lim, Youngjae Song, Joon-Myoung Kwon
2022 — conf
Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram.
CHIL
Jungwoo Oh, Hyunseung Chung, Joon-Myoung Kwon, Dong-gyun Hong, Edward Choi
2022 J jnl
Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram.
CoRR
Jungwoo Oh, Hyunseung Chung, Joon-Myoung Kwon, Dong-gyun Hong, Edward Choi
2022 — conf
On the Inductive Bias Transfer with Knowledge Distillation for Real-World Data.
AMLTS
Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon
2021 J jnl
ECGT2T: Electrocardiogram synthesis from Two asynchronous leads to Ten leads.
CoRR
Yong-Yeon Jo, Joon-Myoung Kwon