Recent Publication
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Mumford-Shah Loss Functional for Image Segmentation with Deep Learning
IEEE Transactions on Image Processing / / 2019 / Ye, JongChul
K-space Deep Learning for Accelerated MRI
IEEE Transactions on Medical Imaging / / 2019 / Ye, JongChul
Deep Learning Diffuse Optical Tomography
IEEE Transactions on Medical Imaging / / 2019 / Ye, JongChul
K‐space Deep Learning for Reference‐free EPI Ghost Correction
Magnetic Resonance in Medicine / / 2019 / Ye, JongChul
Grid-Free Localization Algorithm Using Low Rank Hankel Matrix For Super-Resolution Microscopy
IEEE Transactions on Image Processing / / 2018 / Ye, JongChul
Topological Sensitivity based Far-field Detection of Elastic Inclusions
Results in Physics / / 2018 / Ye, JongChul
Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks
IEEE Transactions on Biomedical Engineering / / 2018 / Ye, JongChul
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR
Magnetic Resonance in Medicine / / 2018 / Ye, JongChul
A Mathematical Framework for Deep Learning in Elastic Source Imaging
SIAM Journal on Applied Mathematics / / 2018 / Ye, JongChul
Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems
SIAM Journal on Imaging Sciences / / 2018 / Ye, JongChul
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning
IEEE Transactions on Medical Imaging / / 2018 / Ye, JongChul
Sparse and Low-Rank Decomposition of a Hankel Structured Matrix for Impulse Noise Removal
IEEE Transactions on Image Processing / / 2018 / Ye, JongChul
Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT
IEEE Transactions on Medical Imaging / / 2018 / Ye, JongChul
Alteration in the Local and Global Functional Connectivity of Resting State Networks in Parkinson’s Disease
Journal of Movement Disorders / / 2018 / Ye, JongChul
A Joint Sparse Recovery Framework for Accurate Reconstruction of Inclusions in Elastic Media
SIAM Journal on Imaging Sciences / Vol. 10(3), 1104-1138 / 2017 / Ye, JongChul
A Deep Convolutional Neural Network using Directional Wavelets for Low-dose X-ray CT Reconstruction
Medical Physics / Vol. 44(10), e360-e375 / 2017 / Ye, JongChul
Sparse SPM: Group Sparse-dictionary learning in SPM framework for resting-state functional connectivity MRI analysis
NEUROIMAGE / Vol. 125 / 2016 / Ye, JongChul
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