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Yujin Oh
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 24
Top Topics
Decision Support System
Supervised Learning
Vessel Segmentation
Low Dose
Top Venues
CoRR
IACR Cryptol. ePrint Arch.
Medical Image Anal.
IEEE J. Biomed. Health Informatics
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Publications
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Boah Kim
,
Yujin Oh
,
Bradford J. Wood
,
Ronald M. Summers
,
Jong Chul Ye
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation.
Medical Image Anal.
91 (2024)
Kwanyoung Kim
,
Yujin Oh
,
Sangjoon Park
,
Hwa Kyung Byun
,
Jin Sung Kim
,
Yong Bae Kim
,
Jong Chul Ye
RO-LLaMA: Generalist LLM for Radiation Oncology via Noise Augmentation and Consistency Regularization.
CoRR
(2023)
Boah Kim
,
Yujin Oh
,
Bradford J. Wood
,
Ronald M. Summers
,
Jong Chul Ye
C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation.
CoRR
(2023)
Kwanyoung Kim
,
Yujin Oh
,
Jong Chul Ye
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts.
CoRR
(2023)
Yujin Oh
,
Sangjoon Park
,
Hwa Kyung Byun
,
Jin Sung Kim
,
Jong Chul Ye
LLM-driven Multimodal Target Volume Contouring in Radiation Oncology.
CoRR
(2023)
Kyungbae Jang
,
Dukyoung Kim
,
Yujin Oh
,
Sejin Lim
,
Yujin Yang
,
Hyunji Kim
,
Hwajeong Seo
Quantum Implementation of AIM: Aiming for Low-Depth.
IACR Cryptol. ePrint Arch.
2023 (2023)
Yujin Oh
,
Go Eun Bae
,
Kyung-Hee Kim
,
Min-Kyung Yeo
,
Jong Chul Ye
Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment.
IEEE J. Biomed. Health Informatics
27 (8) (2023)
Yujin Yang
,
Kyungbae Jang
,
Yujin Oh
,
Hwajeong Seo
Depth-Optimized Quantum Implementation of ARIA.
IACR Cryptol. ePrint Arch.
2023 (2023)
Yujin Oh
,
Kyungbae Jang
,
Yujin Yang
,
Hwajeong Seo
Optimized Quantum Implementation of SEED.
IACR Cryptol. ePrint Arch.
2023 (2023)
Hyunji Kim
,
Kyoungbae Jang
,
Yujin Oh
,
Woojin Seok
,
Wonhuck Lee
,
Kwang-il Bae
,
Il Kwon Sohn
,
Hwajeong Seo
Finding Shortest Vector Using Quantum NV Sieve on Grover.
IACR Cryptol. ePrint Arch.
2023 (2023)
Yujin Oh
,
Kyungbae Jang
,
Anubhab Baksi
,
Hwajeong Seo
Depth-Optimized Implementation of ASCON Quantum Circuit.
IACR Cryptol. ePrint Arch.
2023 (2023)
Boah Kim
,
Yujin Oh
,
Jong Chul Ye
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation.
ICLR
(2023)
Sangjoon Park
,
Gwanghyun Kim
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Chang Min Park
,
Jong Chul Ye
AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation.
CoRR
(2022)
Boah Kim
,
Yujin Oh
,
Jong Chul Ye
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation.
CoRR
(2022)
Sangjoon Park
,
Gwanghyun Kim
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Jong Chul Ye
Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification.
Medical Image Anal.
75 (2022)
Yujin Oh
,
Go Eun Bae
,
Kyung-Hee Kim
,
Min-Kyung Yeo
,
Jong Chul Ye
A hybrid 2-stage vision transformer for AI-assisted 5 class pathologic diagnosis of gastric endoscopic biopsies.
CoRR
(2022)
Yujin Oh
,
Jong Chul Ye
CXR Segmentation by AdaIN-Based Domain Adaptation and Knowledge Distillation.
ECCV (21)
(2022)
Sangjoon Park
,
Gwanghyun Kim
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Jong Chul Ye
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification.
CoRR
(2021)
Sangjoon Park
,
Gwanghyun Kim
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Jong Chul Ye
Vision Transformer for COVID-19 CXR Diagnosis using Chest X-ray Feature Corpus.
CoRR
(2021)
Yujin Oh
,
Jong Chul Ye
Unifying domain adaptation and self-supervised learning for CXR segmentation via AdaIN-based knowledge distillation.
CoRR
(2021)
Gwanghyun Kim
,
Sangjoon Park
,
Yujin Oh
,
Joon Beom Seo
,
Sang Min Lee
,
Jin Hwan Kim
,
Sungjun Moon
,
Jae-Kwang Lim
,
Jong Chul Ye
Severity Quantification and Lesion Localization of COVID-19 on CXR using Vision Transformer.
CoRR
(2021)
Yujin Oh
,
Sangjoon Park
,
Jong Chul Ye
Deep Learning COVID-19 Features on CXR using Limited Training Data Sets.
CoRR
(2020)
Yujin Oh
,
Sangjoon Park
,
Jong Chul Ye
Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets.
IEEE Trans. Medical Imaging
39 (8) (2020)
Yujin Oh
,
Yu-Seop Kim
Unit Root Tests in the Presence of Multi-Variance Break and Level Shifts That Have Power Against the Piecewise Stationary Alternative.
Commun. Stat. Simul. Comput.
44 (6) (2015)