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Author Details

Jong Chul Ye
Korea Advanced Institute of Science and Technology (KAIST)
1998
118
34
PMIDPaper TitleJournal TitlePublished Year
36342993MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion.IEEE Trans Med Imaging2023
37791106C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation.ArXiv2023
37500581Generative Adversarial Network-Based Image Conversion Among Different Computed Tomography Protocols and Vendors: Effects on Accuracy and Variability in Quantifying Regional Disease Patterns of Interstitial Lung Disease.Korean J Radiol2023
37192031Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment.IEEE J Biomed Health Inform2023
37352089One-Shot Adaptation of GAN in Just One CLIP.IEEE Trans Pattern Anal Mach Intell2023
37271208Deep Learning-Enabled Detection of Pneumoperitoneum in Supine and Erect Abdominal Radiography: Modeling Using Transfer Learning and Semi-Supervised Learning.Korean J Radiol2023
36765086Diagnosis of coronary layered plaque by deep learning.Sci Rep2023
36341576Wavelet subband discriminator for efficient unsupervised chest X-ray image restoration.Med Phys2023
36327653Tunable image quality control of 3-D ultrasound using switchable CycleGAN.Med Image Anal2023
36318558Multi-Task Distributed Learning Using Vision Transformer With Random Patch Permutation.IEEE Trans Med Imaging2023
34814058Multi-task vision transformer using low-level chest X-ray feature corpus for COVID-19 diagnosis and severity quantification.Med Image Anal2022
35676288Deep learning enables reference-free isotropic super-resolution for volumetric fluorescence microscopy.Nat Commun2022
35729795Low-Dose Sparse-View HAADF-STEM-EDX Tomography of Nanocrystals Using Unsupervised Deep Learning.ACS Nano2022
35605505Unsupervised resolution-agnostic quantitative susceptibility mapping using adaptive instance normalization.Med Image Anal2022
35789159Self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation.Nat Commun2022
35696876Score-based diffusion models for accelerated MRI.Med Image Anal2022
35449407Optical coherence tomography in coronary atherosclerosis assessment and intervention.Nat Rev Cardiol2022
37015481Task-Agnostic Vision Transformer for Distributed Learning of Image Processing.IEEE Trans Image Process2022
36452039Medical ultrasound image speckle reduction and resolution enhancement using texture compensated multi-resolution convolution neural network.Front Physiol2022
36237936Radiation Dose Reduction in Digital Mammography by Deep-Learning Algorithm Image Reconstruction: A Preliminary Study.Taehan Yongsang Uihakhoe Chi2022
36265933Enhanced Diagnosis of Plaque Erosion by Deep Learning in Patients With Acute Coronary Syndromes.JACC Cardiovasc Interv2022
36186087Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement: An overview from a signal processing perspective.IEEE Signal Process Mag2022
34962865DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval.IEEE Trans Pattern Anal Mach Intell2022
34499603Switchable and Tunable Deep Beamformer Using Adaptive Instance Normalization for Medical Ultrasound.IEEE Trans Med Imaging2022
34492271Deep learning model for diagnosing gastric mucosal lesions using endoscopic images: development, validation, and method comparison.Gastrointest Endosc2022
33950836Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN.IEEE Trans Med Imaging2021
33827038CycleMorph: Cycle consistent unsupervised deformable image registration.Med Image Anal2021
33566760DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning.IEEE Trans Med Imaging2021
33895617Two-stage deep learning for accelerated 3D time-of-flight MRA without matched training data.Med Image Anal2021
33885958Deep learning-based denoising algorithm in comparison to iterative reconstruction and filtered back projection: a 12-reader phantom study.Eur Radiol2021
33523809Variational Formulation of Unsupervised Deep Learning for Ultrasound Image Artifact Removal.IEEE Trans Ultrason Ferroelectr Freq Control2021
34450466CycleGAN denoising of extreme low-dose cardiac CT using wavelet-assisted noise disentanglement.Med Image Anal2021
34531028Optical Coherence Tomography of Plaque Erosion: JACC Focus Seminar Part 2/3.J Am Coll Cardiol2021
34133276Unpaired MR Motion Artifact Deep Learning Using Outlier-Rejecting Bootstrap Aggregation.IEEE Trans Med Imaging2021
34329157Unsupervised CT Metal Artifact Learning Using Attention-Guided β-CycleGAN.IEEE Trans Med Imaging2021
31442973Deep Learning Diffuse Optical Tomography.IEEE Trans Med Imaging2020
33623355Computational MRI: Compressive Sensing and Beyond.IEEE Signal Process Mag2020
35027816Structured Low-Rank Algorithms: Theory, Magnetic Resonance Applications, and Links to Machine Learning.IEEE Signal Process Mag2020
32090528Low-Dose Abdominal CT Using a Deep Learning-Based Denoising Algorithm: A Comparison with CT Reconstructed with Filtered Back Projection or Iterative Reconstruction Algorithm.Korean J Radiol2020
31889314Reconstruction of multicontrast MR images through deep learning.Med Phys2020
32095024Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning.Proc IEEE Inst Electr Electron Eng2020
33316861Erratum: Correction of Author Name and Affiliation in the Article "Artificial Intelligence in Health Care: Current Applications and Issues".J Korean Med Sci2020
33140591Artificial Intelligence in Health Care: Current Applications and Issues.J Korean Med Sci2020
32746105Differentiated Backprojection Domain Deep Learning for Conebeam Artifact Removal.IEEE Trans Med Imaging2020
32714130Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis.Front Neurosci2020
32753578Development of digital breast tomosynthesis and diffuse optical tomography fusion imaging for breast cancer detection.Sci Rep2020
32749203Improving the Reliability of Pharmacokinetic Parameters at Dynamic Contrast-enhanced MRI in Astrocytomas: A Deep Learning Approach.Radiology2020
32149628Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound.IEEE Trans Ultrason Ferroelectr Freq Control2020
32396075Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets.IEEE Trans Med Imaging2020
31468595Quantitative susceptibility map reconstruction using annihilating filter-based low-rank Hankel matrix approach.Magn Reson Med2020
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Collaborators

Yoseob Han
College of Information Technology, Soongsil University
Co-authored papers 6
Michael Unser
Ecole Polytechnique Federale de Lausanne (EPFL)
Co-authored papers 3
Kyungsang Kim
Massachusetts General Hospital
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Valentin Fuster
Co-authored papers 3
Young-Don Son
Gachon University
Co-authored papers 2
Seung Hong Choi
Seoul National University Hospital
Co-authored papers 2
Paul Kyu Han
Gordon Center for Medical Imaging, Massachusetts General Hospital
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Kyunghyun Sung
University of California los angeles
Co-authored papers 2
Hang Lee
Massachusetts General Hospital
Co-authored papers 2
Jong Beom Ra
KAIST
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Soo-Yong Shin
Co-authored papers 2
Jeffrey A Fessler
University of Michigan ann arbor
Co-authored papers 2
Sung Wook Seo
Samsung Medical Center, Sungkyunkwan University
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Peter Libby
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Bradford J Wood
National Cancer Institute, National Institutes of Health
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Ronald M Summers
National Institutes of Health (NIH) Clinical Center
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Georges El Fakhri
Massachusetts General Hospital, the Gordon Center for Medical Imaging
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Yothin Rakvongthai
Chulalongkorn University
Co-authored papers 1
Eun Young Kim
College of Korean Medicine, Kyung Hee University
Co-authored papers 1
James G Fujimoto
Massachusetts Institute of Technology
Co-authored papers 1
Ron Waksman
Co-authored papers 1
Renu Virmani
CVPath Institute
Co-authored papers 1
Release 1.2