Dongheon Lee
Orcid: 0000-0002-3121-7099Affiliations:
- Seoul National University, College of Medicine, Department of Radiology, Seoul, South Korea
- Chungnam National University, Department of Biomedical Engineering, Daejeon, South Korea
According to our database1,
Dongheon Lee authored at least 12 papers
between 2020 and 2026.
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Bibliography
2026
Predictive machine learning for postoperative pain using biosignals: a retrospective observational study.
BMC Medical Informatics Decis. Mak., December, 2026
Inf. Fusion, 2026
ColonOOD: A complete pipeline for optical diagnosis of colorectal polyps integrating out-of-distribution detection and uncertainty quantification.
Expert Syst. Appl., 2026
2025
CoRR, September, 2025
Quantification of left ventricular mass in multiple views of echocardiograms using model-agnostic meta learning in a few-shot setting.
PeerJ Comput. Sci., 2025
Medical Image Anal., 2025
Self-supervised autoencoder network for robust heart rate extraction from noisy photoplethysmogram: Applying blind source separation to biosignal analysis.
Comput. Biol. Medicine, 2025
SeamXSim: Seamless-textured virtual colonoscopy simulator via unpaired long-term video translation.
Comput. Biol. Medicine, 2025
Preprocessing-Architecture Co-Design for Multi-Label Classification in 3D Chest CT Scans.
Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025
2023
Practical Training Approaches for Discordant Atopic Dermatitis Severity Datasets: Merging Methods With Soft-Label and Train-Set Pruning.
IEEE J. Biomed. Health Informatics, 2023
2022
Proceedings of the IEEE Sensors Applications Symposium, 2022
2020
Online Learning for the Hyoid Bone Tracking During Swallowing With Neck Movement Adjustment Using Semantic Segmentation.
IEEE Access, 2020