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ORCIDJoon-Myoung Kwon
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2020 – today
- 2025
[j1]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:
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 197: 105843 (2025)- [c8]Yong-Yeon Jo, Byeong Tak Lee, Jeong-Ho Hong, Hak Seung Lee, Joon-Myoung Kwon, Beom Joon Kim:
Test-Time Calibration: A Framework for Personalized Test-Time Adaptation in Real-World Biosignals. CHIL 2025: 381-394 - 2024
- [i9]Junho Song, Jong-Hwan Jang, Byeong Tak Lee, Dong-gyun Hong, Joon-Myoung Kwon, Yong-Yeon Jo:
Foundation Models for Electrocardiograms. CoRR abs/2407.07110 (2024) - [i8]Byeong Tak Lee, Joon-Myoung Kwon, Yong-Yeon Jo:
TADA: Temporal Adversarial Data Augmentation for Time Series Data. CoRR abs/2407.15174 (2024) - [i7]Yong-Yeon Jo, Byeong Tak Lee, Beom Joon Kim, Jeong-Ho Hong, Hak Seung Lee, Joon-Myoung Kwon:
New Test-Time Scenario for Biosignal: Concept and Its Approach. CoRR abs/2411.17785 (2024) - 2023
- [c7]Hyunseung Chung, Jiho Kim, Joon-Myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi:
Text-to-ECG: 12-Lead Electrocardiogram Synthesis Conditioned on Clinical Text Reports. ICASSP 2023: 1-5 - [c6]Yong-Yeon Jo, Young Sang Choi, Jong-Hwan Jang, Joon-Myoung Kwon:
ECGT2T: Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads. ICASSP 2023: 1-5 - [c5]Jungwoo Oh, Gyubok Lee, Seongsu Bae, Joon-Myoung Kwon, Edward Choi:
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram. NeurIPS 2023 - [i6]Hyunseung Chung, Jiho Kim, Joon-Myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi:
Text-to-ECG: 12-Lead Electrocardiogram Synthesis conditioned on Clinical Text Reports. CoRR abs/2303.09395 (2023) - [i5]Jungwoo Oh, Seongsu Bae, Gyubok Lee, Joon-Myoung Kwon, Edward Choi:
ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram. CoRR abs/2306.15681 (2023) - [i4]Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon:
Optimizing Neural Network Scale for ECG Classification. CoRR abs/2308.12492 (2023) - 2022
- [c4]Byeong Tak Lee, Yong-Yeon Jo, Joon-Myoung Kwon:
On the Inductive Bias Transfer with Knowledge Distillation for Real-World Data. AMLTS 2022 - [c3]Jungwoo Oh, Hyunseung Chung, Joon-Myoung Kwon, Dong-gyun Hong, Edward Choi:
Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram. CHIL 2022: 338-353 - [c2]ByeongTak Lee, Yong-Yeon Jo, Seon-Yu Lim, Youngjae Song, Joon-Myoung Kwon:
Efficient Data Augmentation Policy for Electrocardiograms. CIKM 2022: 4153-4157 - [c1]Radhika Dua, Jiyoung Lee, Joon-Myoung Kwon, Edward Choi:
Automatic Detection of Noisy Electrocardiogram Signals Without Explicit Noise Labels. ICPR Workshops (2) 2022: 634-643 - [i3]Jungwoo Oh, Hyunseung Chung, Joon-Myoung Kwon, Dong-gyun Hong, Edward Choi:
Lead-agnostic Self-supervised Learning for Local and Global Representations of Electrocardiogram. CoRR abs/2203.06889 (2022) - [i2]Radhika Dua, Jiyoung Lee, Joon-Myoung Kwon, Edward Choi:
Automatic Detection of Noisy Electrocardiogram Signals without Explicit Noise Labels. CoRR abs/2208.08853 (2022) - 2021
- [i1]Yong-Yeon Jo, Joon-Myoung Kwon:
ECGT2T: Electrocardiogram synthesis from Two asynchronous leads to Ten leads. CoRR abs/2103.00006 (2021)
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