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Taeyoung Yoon

ORCID: 0009-0008-9454-8590
Observed ORCID: 0009-0008-9454-8590
OpenAlex ID: A5027663867
Multi-Modal Stacking Ensemble for the Diagnosis of Cardiovascular Diseases
2023 · Taeyoung Yoon, Daesung Kang · Journal of Personalized Medicine · 82
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Bimodal CNN for cardiovascular disease classification by co-training ECG grayscale images and scalograms
2023 · Taeyoung Yoon, Daesung Kang · Scientific Reports · 65
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Enhancing pediatric pneumonia diagnosis through masked autoencoders
2024 · Taeyoung Yoon, Daesung Kang · Scientific Reports · 25
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Cardiac Arrhythmia Classification Based on One-Dimensional Morphological Features
2021 · Heechang Lee, Taeyoung Yoon, et al. · Applied Sciences · 16
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Self-distilled masked autoencoders for medical images
2025 · Taeyoung Yoon, Daesung Kang · Engineering Applications of Artificial Intelligence · 7
Efficient Ensemble Learning with Curriculum-Based Masked Autoencoders for Retinal OCT Classification
2026 · Taeyoung Yoon, Daesung Kang · Diagnostics · 5
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Dual-Masked Autoencoders: Application to Multi-Labeled Pediatric Thoracic Diseases
2024 · Taeyoung Yoon, Daesung Kang · IEEE Access · 5
Efficient pretraining of ECG scalogram images using masked autoencoders for cardiovascular disease diagnosis
2025 · Taeyoung Yoon, Daesung Kang · Scientific Reports · 4
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Comparison of 2D-CNN, LSTM, and GRU for cardiovascular disease diagnosis
2022 · Taeyoung Yoon, Chaeyun Yeo, et al. · IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia) · 4
CurriMAE: curriculum learning based masked autoencoders for multi-labeled pediatric thoracic disease classification.
2025 · Taeyoung Yoon, Daesung Kang · PubMed Central · 3
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Integrating snapshot ensemble learning into masked autoencoders for efficient self-supervised pretraining in medical imaging
2025 · Taeyoung Yoon, Daesung Kang · Scientific Reports · 2
Leveraging Masked Autoencoders for Enhanced Classification of Multi-labeled Pediatric Thoracic Diseases in Chest X-rays
2024 · Taeyoung Yoon, Daesung Kang · International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC)
Works count: 12
Citation count: 218
H-index: 5
I10-index: 4
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