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Medical Image Analysis
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June 13, 2022
Score-based diffusion models for accelerated MRI
Hyungjin Chung, Jong Chul Ye
IEEE Transactions on Medical Imaging
|
November 7, 2022
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion
Hyungjin Chung, Eun Sun Lee, Jong Chul Ye
Medical Image Analysis
|
April 25, 2021
Two-stage deep learning for accelerated 3D time-of-flight MRA without matched training data
Hyungjin Chung, Eunju Cha, Leonard Sunwoo, et al.
IEEE Signal Processing Magazine
|
October 3, 2022
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective
Mehmet Akçakaya, Burhaneddin Yaman, Hyungjin Chung, et al.
IEEE Transactions on Medical Imaging
|
September 11, 2020
Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal Resolution
Eunju Cha, Hyungjin Chung, Eung Yeop Kim, et al.
Plos One
|
December 31, 2025
Deep learning for deep learning performance: How much data is needed for segmentation in biomedical imaging?
Junhyeok Lee, Hyungjin Chung, Minseok Suh, et al.
ACS Nano
|
June 22, 2022
Low-Dose Sparse-View HAADF-STEM-EDX Tomography of Nanocrystals Using Unsupervised Deep Learning
Eunju Cha, Hyungjin Chung, Jaeduck Jang, et al.
IEEE Journal of Biomedical and Health Informatics
|
August 21, 2024
Fundus Image Enhancement Through Direct Diffusion Bridges
Sehui Kim, Hyungjin Chung, Se Hie Park, et al.
IEEE Transactions on Medical Imaging
|
March 3, 2025
Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction
Riccardo Barbano, Alexander Denker, Hyungjin Chung, et al.
Artificial Intelligence in Medicine
|
June 12, 2025
Label-independent framework for objective evaluation of cosmetic outcome in breast cancer
Sangjoon Park, Yong Bae Kim, Jee Suk Chang, et al.
Page
of 1
Search research articles
Search
Showing results (1-10 of 10) with videos related to
Sort By:
Page
of 1
Medical Image Analysis
|
June 13, 2022
Score-based diffusion models for accelerated MRI
Hyungjin Chung, Jong Chul Ye
IEEE Transactions on Medical Imaging
|
November 7, 2022
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion
Hyungjin Chung, Eun Sun Lee, Jong Chul Ye
Medical Image Analysis
|
April 25, 2021
Two-stage deep learning for accelerated 3D time-of-flight MRA without matched training data
Hyungjin Chung, Eunju Cha, Leonard Sunwoo, et al.
IEEE Signal Processing Magazine
|
October 3, 2022
Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective
Mehmet Akçakaya, Burhaneddin Yaman, Hyungjin Chung, et al.
IEEE Transactions on Medical Imaging
|
September 11, 2020
Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal Resolution
Eunju Cha, Hyungjin Chung, Eung Yeop Kim, et al.
Plos One
|
December 31, 2025
Deep learning for deep learning performance: How much data is needed for segmentation in biomedical imaging?
Junhyeok Lee, Hyungjin Chung, Minseok Suh, et al.
ACS Nano
|
June 22, 2022
Low-Dose Sparse-View HAADF-STEM-EDX Tomography of Nanocrystals Using Unsupervised Deep Learning
Eunju Cha, Hyungjin Chung, Jaeduck Jang, et al.
IEEE Journal of Biomedical and Health Informatics
|
August 21, 2024
Fundus Image Enhancement Through Direct Diffusion Bridges
Sehui Kim, Hyungjin Chung, Se Hie Park, et al.
IEEE Transactions on Medical Imaging
|
March 3, 2025
Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction
Riccardo Barbano, Alexander Denker, Hyungjin Chung, et al.
Artificial Intelligence in Medicine
|
June 12, 2025
Label-independent framework for objective evaluation of cosmetic outcome in breast cancer
Sangjoon Park, Yong Bae Kim, Jee Suk Chang, et al.
Page
of 1