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Author Details

Jeffrey A Fessler
University of Michigan ann arbor
1991
194
46
PMIDPaper TitleJournal TitlePublished Year
32750839Momentum-Net: Fast and Convergent Iterative Neural Network for Inverse Problems.IEEE Trans Pattern Anal Mach Intell2023
37613713Measuring 3D Chemistry at 1 nm Resolution with Fused Multi-Modal Electron Tomography.Microsc Microanal2023
37612919Dose Requirements for Fused Multi-Modal Electron Tomography.Microsc Microanal2023
37988758Model-based deep CNN-regularized reconstruction for digital breast tomosynthesis with a task-based CNN image assessment approach.Phys Med Biol2023
3809116890Y SPECT scatter estimation and voxel dosimetry in radioembolization using a unified deep learning framework.EJNMMI Phys2023
37090025Efficient Approximation of Jacobian Matrices Involving a Non-Uniform Fast Fourier Transform (NUFFT).IEEE Trans Comput Imaging2023
37021108Training End-to-End Unrolled Iterative Neural Networks for SPECT Image Reconstruction.IEEE Trans Radiat Plasma Med Sci2023
37104110Physics-Guided Deep Scatter Estimation by Weak Supervision for Quantitative SPECT.IEEE Trans Med Imaging2023
37066854Stochastic optimization of three-dimensional non-Cartesian sampling trajectory.Magn Reson Med2023
34882821DblurDoseNet: A deep residual learning network for voxel radionuclide dosimetry compensating for single-photon emission computerized tomography imaging resolution.Med Phys2022
37065711Poisson Phase Retrieval in Very Low-count Regimes.IEEE Trans Comput Imaging2022
36256076Focal stack based image forgery localization.Appl Opt2022
35320096B-Spline Parameterized Joint Optimization of Reconstruction and K-Space Trajectories (BJORK) for Accelerated 2D MRI.IEEE Trans Med Imaging2022
34954845Performance of a deep learning-based CT image denoising method: Generalizability over dose, reconstruction kernel, and slice thickness.Med Phys2022
35313288Simple beam hardening correction method (2DCalBH) based on 2D linearization.Phys Med Biol2022
34191725Blind Primed Supervised (BLIPS) Learning for MR Image Reconstruction.IEEE Trans Med Imaging2021
33729933Deep Convolutional Neural Network With Adversarial Training for Denoising Digital Breast Tomosynthesis Images.IEEE Trans Med Imaging2021
33893300Neural network based 3D tracking with a graphene transparent focal stack imaging system.Nat Commun2021
34029188Joint Design of RF and Gradient Waveforms via Auto-differentiation for 3D Tailored Excitation in MRI.IEEE Trans Med Imaging2021
31425021SPULTRA: Low-Dose CT Image Reconstruction With Joint Statistical and Learned Image Models.IEEE Trans Med Imaging2020
33693053Efficient Regularized Field Map Estimation in 3D MRI.IEEE Trans Comput Imaging2020
31647425Algorithms and Analyses for Joint Spectral Image Reconstruction in Y-90 Bremsstrahlung SPECT.IEEE Trans Med Imaging2020
31751497Optimizing MRF-ASL scan design for precise quantification of brain hemodynamics using neural network regression.Magn Reson Med2020
32095490Online Adaptive Image Reconstruction (OnAIR) Using Dictionary Models.IEEE Trans Comput Imaging2020
32095024Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning.Proc IEEE Inst Electr Electron Eng2020
32809938High-Resolution Oscillating Steady-State fMRI Using Patch-Tensor Low-Rank Reconstruction.IEEE Trans Med Imaging2020
32746100Improved Low-Count Quantitative PET Reconstruction With an Iterative Neural Network.IEEE Trans Med Imaging2020
32281179Myelin water fraction estimation using small-tip fast recovery MRI.Magn Reson Med2020
32415551A deep neural network for fast and accurate scatter estimation in quantitative SPECT/CT under challenging scatter conditions.Eur J Nucl Med Mol Imaging2020
32317844Optimization Methods for Magnetic Resonance Image Reconstruction: Key Models and Optimization Algorithms.IEEE Signal Process Mag2020
31180844Simplified Statistical Image Reconstruction for X-ray CT With Beam-Hardening Artifact Compensation.IEEE Trans Med Imaging2020
31603815DECT-MULTRA: Dual-Energy CT Image Decomposition With Learned Mixed Material Models and Efficient Clustering.IEEE Trans Med Imaging2020
31484120Convolutional Analysis Operator Learning: Acceleration and Convergence.IEEE Trans Image Process2020
30508255Time of flight PET reconstruction using nonuniform update for regional recovery uniformity.Med Phys2019
31750391Efficient Dynamic Parallel MRI Reconstruction for the Low-Rank Plus Sparse Model.IEEE Trans Comput Imaging2019
32313415Convolutional Analysis Operator Learning: Dependence on Training Data.IEEE Signal Process Lett2019
31494953Effect of source blur on digital breast tomosynthesis reconstruction.Med Phys2019
31050011A GRAPPA algorithm for arbitrary 2D/3D non-Cartesian sampling trajectories with rapid calibration.Magn Reson Med2019
30618478Real-Time Filtering with Sparse Variations for Head Motion in Magnetic Resonance Imaging.Signal Processing2019
28767366Detector Blur and Correlated Noise Modeling for Digital Breast Tomosynthesis Reconstruction.IEEE Trans Med Imaging2018
36341472Adaptive Restart of the Optimized Gradient Method for Convex Optimization.J Optim Theory Appl2018
29805242ANOTHER LOOK AT THE FAST ITERATIVE SHRINKAGE/THRESHOLDING ALGORITHM (FISTA).SIAM J Optim2018
29994085Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels.IEEE Trans Med Imaging2018
29870377PWLS-ULTRA: An Efficient Clustering and Learning-Based Approach for Low-Dose 3D CT Image Reconstruction.IEEE Trans Med Imaging2018
29870359Image Reconstruction is a New Frontier of Machine Learning.IEEE Trans Med Imaging2018
30778267Asymptotic performance of PCA for high-dimensional heteroscedastic data.J Multivar Anal2018
29408788Fast Spatial Resolution Analysis of Quadratic Penalized Least-Squares Image Reconstruction With Separate Real and Imaginary Roughness Penalty: Application to fMRI.IEEE Trans Med Imaging2018
29714716Y-90 SPECT ML image reconstruction with a new model for tissue-dependent bremsstrahlung production using CT information: a proof-of-concept study.Phys Med Biol2018
28991744Convolutional Dictionary Learning: Acceleration and Convergence.IEEE Trans Image Process2018
29327692A PET reconstruction formulation that enforces non-negativity in projection space for bias reduction in Y-90 imaging.Phys Med Biol2018
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Collaborators

Se Young Chun
Seoul National University
Co-authored papers 9
Donghwan Kim
Korea Food Research Institute
Co-authored papers 7
Robert A Koeppe
University of Michigan ann arbor
Co-authored papers 5
Dan Ruan
Zhongshan Hospital, Fudan University
Co-authored papers 5
Sangtae Ahn
University of North Carolina
Co-authored papers 3
Anastasia Yendiki
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Co-authored papers 3
Jong Chul Ye
Korea Advanced Institute of Science and Technology (KAIST)
Co-authored papers 2
Jaewon Yang
University of California san francisco
Co-authored papers 1
Quanzheng Li
Massachusetts General Hospital
Co-authored papers 1
Youngho Seo
University of California san francisco
Co-authored papers 1
Richard L Wahl
Mallinckrodt Institute of Radiology, Washington University in St. Louis
Co-authored papers 1
Norman L Foster
University of Utah
Co-authored papers 1
Georges El Fakhri
Massachusetts General Hospital, the Gordon Center for Medical Imaging
Co-authored papers 1
Kyungsang Kim
Massachusetts General Hospital
Co-authored papers 1
Peter Balter
University of Texas MD Anderson Cancer Center
Co-authored papers 1
Yonina C Eldar
Weizmann institute of Science
Co-authored papers 1
Release 1.2