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Yujin Oh
Yujin Oh
Massachusetts General Hospital & Harvard Medical School
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Deep learning COVID-19 features on CXR using limited training data sets
Y Oh*, S Park*, JC Ye
IEEE transactions on medical imaging 39 (8), 2688-2700, 2020
8672020
Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification
S Park, G Kim, Y Oh, JB Seo, SM Lee, JH Kim, S Moon, JK Lim, JC Ye
Medical image analysis 75, 102299, 2022
131*2022
Diffusion adversarial representation learning for self-supervised vessel segmentation
B Kim*, Y Oh*, JC Ye
International Conference on Learning Representations (ICLR), 2023
462023
Thoracoscopic color and fluorescence imaging system for sentinel lymph node mapping in porcine lung using indocyanine green-neomannosyl human serum albumin: intraoperative ¡¦
Y Oh*, YS Lee*, YH Quan, Y Choi, JM Jeong, BM Kim, HK Kim
Annals of surgical oncology 21, 1182-1188, 2014
312014
Intraoperative combined color and fluorescent images–based sentinel node mapping in the porcine lung: Comparison of indocyanine green with or without albumin premixing
Y Oh*, YH Quan*, Y Choi, CK Kim, H Kim, HK Kim, BM Kim
The Journal of Thoracic and Cardiovascular Surgery 146 (6), 1509-1515, 2013
312013
Self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation
S Park, G Kim, Y Oh, JB Seo, SM Lee, JH Kim, S Moon, JK Lim, CM Park, ...
Nature communications 13 (1), 3848, 2022
302022
Intraoperative fluorescence image-guided pulmonary segmentectomy
Y Oh*, YH Quan*, M Kim, BM Kim, HK Kim
Journal of surgical research 199 (2), 287-293, 2015
262015
Macrophage-targeted indocyanine green-neomannosyl human serum albumin for intraoperative sentinel lymph node mapping in porcine esophagus
HK Kim*, YH Quan*, Y Oh*, JY Park, JH Park, Y Choi, YS Lee, JM Jeong, ...
The Annals of Thoracic Surgery 102 (4), 1149-1155, 2016
162016
Multi-scale hybrid vision transformer for learning gastric histology: AI-based decision support system for gastric cancer treatment
Y Oh, GE Bae, KH Kim, MK Yeo, JC Ye
IEEE journal of biomedical and health informatics, 2023
6*2023
CXR Segmentation by AdaIN-Based Domain Adaptation and Knowledge Distillation
Y Oh, JC Ye
European Conference on Computer Vision (ECCV), Tel Aviv, Israel, October 23 ¡¦, 2022
5*2022
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation
B Kim*, Y Oh*, BJ Wood, RM Summers, JC Ye
Medical Image Analysis, 103022, 2023
12023
LLM-driven Multimodal Target Volume Contouring in Radiation Oncology
Y Oh*, S Park*, HK Byun, JS Kim, JC Ye
arXiv preprint arXiv:2311.01908, 2023
12023
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation
K Kim, Y Oh, JC Ye
arXiv preprint arXiv:2403.14183, 2024
2024
RO-LLaMA: Generalist LLM for Radiation Oncology via Noise Augmentation and Consistency Regularization
K Kim*, Y Oh*, S Park*, HK Byun, JS Kim, YB Kim, JC Ye
https://arxiv.org/abs/2311.15876, 2023
2023
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification (preprint)
S Park, G Kim, Y Oh, JB Seo, SM Lee, JH Kim, S Moon, JK Lim, JC Ye
2021
Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus (preprint)
S Park, G Kim, Y Oh, JB Seo, SM Lee, JH Kim, S Moon, JK Lim, JC Ye
2021
Medical image processing apparatus
SK Jaehyeon Oh, Yoonpyeo Hong, Haewon Lim, Dongwon Kim, Yujin Oh
KR Patent 102,330,340, 2021
2021
Method of classifying lesion of chest x-ray radiograph based on data normalization and local patch and apparatus thereof
JCY Sangjon Park, Yujin Oh, Gwanghyun Kim
US Patent 17/352,29, 2021
2021
Optical coherence tomography device
JL Jungho Chung, Hoseong Song, Yujin Oh
US Patent 15/712,843, 2017
2017
Smart glasses system for supplying surgery assist image and method for supplying surgery assist image using smart glasses
HKK Beop-Min Kim, Minji Kim, Yujin Oh
KR Patent 101,667,152, 2016
2016
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