Model-based estimation techniques for 3-D reconstruction from projections. - Yoram Bresler; Jeffrey A. Fessler; Albert Macovski (Mach. Vis. Appl., 1988)

A Bayesian Approach to Reconstruction from Incomplete Projections of a Multiple Object 3D Domain. - Yoram Bresler; Jeffrey A. Fessler; Albert Macovski (IEEE Trans. Pattern Anal. Mach. Intell., 1989)

Nonparametric fixed-interval smoothing with vector splines. - Jeffrey A. Fessler (IEEE Trans. Signal Process., 1991)

Nonparametric fixed-interval smoothing of nonlinear vector-valued measurements. - Jeffrey A. Fessler (IEEE Trans. Signal Process., 1991)

Complete-data spaces and generalized EM algorithms. - Jeffrey A. Fessler; Alfred O. Hero III (ICASSP (4), 1993)

Tomographic Reconstruction Using Information-Weighted Spline Smoothing. - Jeffrey A. Fessler (IPMI, 1993)

A Mixture-Site Model for Edge-Preserving Image Restoration. - Jeffrey A. Fessler (ICIP (3), 1994)

Bias-Variance Tradeoffs Analysis using Uniform CR Bound for Images. - Mohammad Usman; Alfred O. Hero III; Jeffrey A. Fessler (ICIP (2), 1994)

A recursive algorithm for computing Cramer-Rao- type bounds on estimator covariance. - Alfred O. Hero III; Jeffrey A. Fessler (IEEE Trans. Inf. Theory, 1994)

Model-based estimation for dynamic cardiac studies using ECT. - Ping-Chun Chiao; W. Leslie Rogers; Neal H. Clinthorne; Jeffrey A. Fessler; Alfred O. Hero III (IEEE Trans. Medical Imaging, 1994)

Model-based estimation with boundary side information or boundary regularization [cardiac emission CT]. - Ping-Chun Chiao; W. Leslie Rogers; Jeffrey A. Fessler; Neal H. Clinthorne; Alfred O. Hero III (IEEE Trans. Medical Imaging, 1994)

Penalized weighted least-squares image reconstruction for positron emission tomography. - Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 1994)

Space-alternating generalized expectation-maximization algorithm. - Jeffrey A. Fessler; Alfred O. Hero III (IEEE Trans. Signal Process., 1994)

Moments of implicitly defined estimators (e.g. ML and MAP): applications to transmission tomography. - Jeffrey A. Fessler (ICASSP, 1995)

NMR object boundaries: B-spline modeling and estimator performance. - Stephen R. Titus; Alfred O. Hero III; Jeffrey A. Fessler (ICASSP, 1995)

Incorporating MRI region information into SPECT reconstruction using joint estimation. - Yong Zhang; Jeffrey A. Fessler; Neal H. Clinthorne; W. Leslie Rogers (ICASSP, 1995)

Combined diagonal/Fourier preconditioning methods for image reconstruction in emission tomography. - Scott D. Booth; Jeffrey A. Fessler (ICIP, 1995)

Hybrid Poisson/polynomial objective functions for tomographic image reconstruction from transmission scans. - Jeffrey A. Fessler (IEEE Trans. Image Process., 1995)

Penalized maximum-likelihood image reconstruction using space-alternating generalized EM algorithms. - Jeffrey A. Fessler; Alfred O. Hero III (IEEE Trans. Image Process., 1995)

Globally convergent algorithms for maximum a posteriori transmission tomography. - Kenneth Lange; Jeffrey A. Fessler (IEEE Trans. Image Process., 1995)

Improved penalized likelihood reconstruction of anatomically correlated emission data. - Stephen R. Titus; Alfred O. Hero III; Jeffrey A. Fessler (ICIP (2), 1996)

Mean and variance of implicitly defined biased estimators (such as penalized maximum likelihood): applications to tomography. - Jeffrey A. Fessler (IEEE Trans. Image Process., 1996)

Correction to "Hybrid Poisson/Polynomial Objective Functions for Tomographic Image Reconstruction fr. - Jeffrey A. Fessler (IEEE Trans. Image Process., 1996)

Spatial resolution properties of penalized-likelihood image reconstruction: space-invariant tomographs. - Jeffrey A. Fessler; W. Leslie Rogers (IEEE Trans. Image Process., 1996)

Exploring estimator bias-variance tradeoffs using the uniform CR bound. - Alfred O. Hero III; Jeffrey A. Fessler; Mohammad Usman (IEEE Trans. Signal Process., 1996)

Penalized likelihood emission image reconstruction with uncertain boundary information. - Stephen R. Titus; Alfred O. Hero III; Jeffrey A. Fessler (ICASSP, 1997)

Preconditioning Methods for Shift-Variant Image Reconstruction. - Jeffrey A. Fessler (ICIP (1), 1997)

New Statistical Models for Randoms-Precorrected PET Scans. - Mehmet Yavuz; Jeffrey A. Fessler (IPMI, 1997)

Positron-emission tomography. - John M. Ollinger; Jeffrey A. Fessler (IEEE Signal Process. Mag., 1997)

Grouped-Coordinate Ascent Algorithms for Penalized-Likelihood Transmission Image Reconstruction. - Jeffrey A. Fessler; Edward P. Ficaro; Neal H. Clinthorne; Kenneth Lange (IEEE Trans. Medical Imaging, 1997)

Recursive algorithms for computing the Cramer-Rao bound. - Alfred O. Hero III; Mohammad Usman; Anne C. Sauve; Jeffrey A. Fessler (IEEE Trans. Signal Process., 1997)

Accelerated Monotonic Algorithms for Transmission Tomography. - Hakan Erdogan; Jeffrey A. Fessler (ICIP (2), 1998)

Spatially-Variant Roughness Penalty Design for Uniform Resolution in Penalized-Likelihood Image Reconstruction. - J. Webster Stayman; Jeffrey A. Fessler (ICIP (2), 1998)

Statistical image reconstruction methods for randoms-precorrected PET scans. - Mehmet Yavuz; Jeffrey A. Fessler (Medical Image Anal., 1998)

Comments on "The convergence of mean field procedures for MRF's". - Jeffrey A. Fessler (IEEE Trans. Image Process., 1998)

Conjugate-gradient preconditioning methods for shift-variant PET image reconstruction. - Jeffrey A. Fessler; Scott D. Booth (IEEE Trans. Image Process., 1999)

Minimax Emission Computed Tomography using High-Resolution Anatomical Side Information and B-Spline Models. - Alfred O. Hero III; Robinson Piramuthu; Jeffrey A. Fessler; Stephen R. Titus (IEEE Trans. Inf. Theory, 1999)

Fast Monotonic Algorithms for Transmission Tomography. - Hakan Erdogan; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 1999)

Penalized-Likelihood Estimators and Noise Analysis for Randoms-Precorrected PET Transmission Scans. - Mehmet Yavuz; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 1999)

Algorithms for joint estimation of attenuation and emission images in PET. - Hakan Erdogan; Jeffrey A. Fessler (ICASSP, 2000)

Partitioned Separable Paraboloidal Surrogate Coordinate Ascent Algorithm for Image Restoration. - Saowapak Sotthivirat; Jeffrey A. Fessler (ICIP, 2000)

Exact distribution of edge-preserving MAP estimators for linear signal models with Gaussian measurement noise. - Jeffrey A. Fessler; Hakan Erdogan; Wei Biao Wu (IEEE Trans. Image Process., 2000)

Regularization for Uniform Spatial Resolution Properties in Penalized-Likelihood Image Reconstruction. - J. Webster Stayman; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2000)

Maximum Likelihood Transmission Image Reconstruction for Overlapping Transmission Beams. - Daniel F. Yu; Jeffrey A. Fessler; Edward P. Ficaro (IEEE Trans. Medical Imaging, 2000)

A min-max approach to the multidimensional nonuniform FFT: application to tomographic image reconstruction. - Bradley P. Sutton; Jeffrey A. Fessler (ICIP (1), 2001)

Statistical x-ray-computed tomography image reconstruction with beam- hardening correction. - Idris A. Elbakri; Jeffrey A. Fessler (Image Processing, 2001)

Knowledge-based deformable surface model with application to segmentation of brain structures in MRI. - Amir Ghanei; Hamid Soltanian-Zadeh; Kost V. Elisevich; Jeffrey A. Fessler (Image Processing, 2001)

Segmentation-free statistical image reconstruction for polyenergetic X-ray computed tomography. - Idris A. Elbakri; Jeffrey A. Fessler (ISBI, 2002)

Image registration using robust correlation. - Jeongtae Kim; Jeffrey A. Fessler (ISBI, 2002)

Relaxed ordered subsets algorithm for image restoration of confocal microscopy. - Saowapak Sotthivirat; Jeffrey A. Fessler (ISBI, 2002)

Fast, iterative, field-corrected image reconstruction for MRI. - Bradley P. Sutton; Douglas C. Noll; Jeffrey A. Fessler (ISBI, 2002)

Maximum-likelihood dual-energy tomographic image reconstruction. - Jeffrey A. Fessler; Idris A. Elbakri; Predrag Sukovic; Neal H. Clinthorne (Image Processing, 2002)

Image recovery using partitioned-separable paraboloidal surrogate coordinate ascent algorithms. - Saowapak Sotthivirat; Jeffrey A. Fessler (IEEE Trans. Image Process., 2002)

Statistical Image Reconstruction for Polyenergetic X-ray Computer Tomography. - Idris A. Elbakri; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2002)

Edge-Preserving Tomographic Reconstruction with Nonlocal Regularization. - Daniel F. Yu; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2002)

Efficient and accurate likelihood for iterative image reconstruction in x-ray computed tomography. - Idris A. Elbakri; Jeffrey A. Fessler (Image Processing, 2003)

A Globally Convergent Image Reconstruction for Emission Tomography Using Relaxed Ordered Subsets Algorithms. - Sangtae Ahn; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2003)

A Penalized-Likelihood Image Reconstruction Method for Emission Tomography, Compared to Post-Smoothed Maximum-Likelihood with Matched Spatial Resolution. - Johan Nuyts; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2003)

Fast, Iterative Image Reconstruction for MRI in the Presence of Field Inhomogeneities. - Bradley P. Sutton; Douglas C. Noll; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2003)

Nonuniform fast Fourier transforms using min-max interpolation. - Jeffrey A. Fessler; Bradley P. Sutton (IEEE Trans. Signal Process., 2003)

Two state Markov modelling and detection of single electron spin signals. - Alfred O. Hero III; Michael Ting; Jeffrey A. Fessler (EUSIPCO, 2004)

Simplified digital holographic reconstruction using statistical methods. - Jeffrey A. Fessler; Saowapak Sotthivirat (ICIP, 2004)

Covariance of Kinetic Parameter Estimators Based on Time Activity Curve Reconstructions: Preliminary Study on 1D Dynamic Imaging. - Sangtae Ahn; Jeffrey A. Fessler; Thomas E. Nichols; Robert A. Koeppe (ISBI, 2004)

Iterative Image Reconstruction in MRI With Separate Magnitude and Phase Regularization. - Jeffrey A. Fessler; Douglas C. Noll (ISBI, 2004)

Penalized Likelihood Transmission Image Reconstruction: Unconstrained Monotonic Algorithms. - Somesh Srivastava; Jeffrey A. Fessler (ISBI, 2004)

Analytical Approach to Channelized Hotelling Observer Performance For Regularized Tomographic Image Reconstruction. - Anastasia Yendiki; Jeffrey A. Fessler (ISBI, 2004)

Respiratory Motion Estimation From Slowly Rotating X-Ray Projections. - Rongping Zeng; Jeffrey A. Fessler; James M. Balter (ISBI, 2004)

Motion Correction in fMRI by Mapping Slice-to-Volume with Concurrent Field-Inhomogeneity Correction. - Desmond Teck Beng Yeo; Jeffrey A. Fessler; Boklye Kim (MICCAI (2), 2004)

Emission image reconstruction for randoms-precorrected PET allowing negative sinogram values. - Sangtae Ahn; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2004)

Intensity-based image registration using robust correlation coefficients. - Jeongtae Kim; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2004)

Iterative tomographic image reconstruction using Fourier-based forward and back-projectors. - Samuel Matej; Jeffrey A. Fessler; Ivan G. Kazantsev (IEEE Trans. Medical Imaging, 2004)

Compensation for nonuniform resolution using penalized-likelihood reconstruction in space-variant imaging systems. - J. Webster Stayman; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2004)

Efficient calculation of resolution and covariance for penalized-likelihood reconstruction in fully 3-D SPECT. - J. Webster Stayman; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2004)

Diffeomorphic Nonlinear Transformations: A Local Parametric Approach for Image Registration. - Ramkrishnan Narayanan; Jeffrey A. Fessler; Hyunjin Park; Charles R. Meyer (IPMI, 2005)

Fast interpolation operations in non-rigid image registration. - Matthew W. Jacobson; Jeffrey A. Fessler (Image Processing, 2005)

Quadratic regularization design for fan beam transmission tomography. - Hugo R. Shi; Jeffrey A. Fessler (Image Processing, 2005)

Conjugate phase MRI reconstruction with spatially variant sample density correction. - Douglas C. Noll; Jeffrey A. Fessler; Bradley P. Sutton (IEEE Trans. Medical Imaging, 2005)

Toeplitz-based iterative image reconstruction for MRI with correction for magnetic field inhomogeneity. - Jeffrey A. Fessler; Sangwoo Lee; Valur T. Olafsson; Hugo R. Shi; Douglas C. Noll (IEEE Trans. Signal Process., 2005)

Gradient based image registration using importance sampling. - Roshni R. Bhagalia; Jeffrey A. Fessler; Boklye Kim (ISBI, 2006)

Regularized fieldmap estimation in MRI. - Jeffrey A. Fessler; Desmond Teck Beng Yeo; Douglas C. Noll (ISBI, 2006)

Joint estimation of respiratory motion and activity in 4D PET using CT side information. - Matthew W. Jacobson; Jeffrey A. Fessler (ISBI, 2006)

Spatial resolution analysis of iterative image reconstruction with separate regularization of real and imaginary parts. - Valur T. Olafsson; Jeffrey A. Fessler; Douglas C. Noll (ISBI, 2006)

Analysis of unknown-location signal detectability for regularized tomographic image reconstruction. - Anastasia Yendiki; Jeffrey A. Fessler (ISBI, 2006)

Nonrigid registration using regularization that accomodates local tissue rigidity. - Dan Ruan; Jeffrey A. Fessler; Michael Roberson; James M. Balter; Marc L. Kessler (Image Processing, 2006)

Convergent incremental optimization transfer algorithms: application to tomography. - Sangtae Ahn; Jeffrey A. Fessler; Doron Blatt; Alfred O. Hero III (IEEE Trans. Medical Imaging, 2006)

Incorporation of System Resolution Compensation (RC) in the Ordered-Subset Transmission (OSTR) Algorithm for Transmission Imaging in SPECT. - B. Feng; Jeffrey A. Fessler; Michael A. King (IEEE Trans. Medical Imaging, 2006)

Fourier-based forward and back-projectors in iterative fan-beam tomographic image reconstruction. - Yingying Zhang-O'Connor; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2006)

Analysis of observer performance in known-location tasks for tomographic image reconstruction. - Anastasia Yendiki; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2006)

Near-optimal signal detection for finite-state Markov signals with application to magnetic resonance force microscopy. - Michael Ting; Alfred O. Hero III; Daniel Rugar; Chun-Yu Yip; Jeffrey A. Fessler (IEEE Trans. Signal Process., 2006)

Model-Based Mr Image Reconstruction with Compensation for Through-Plane Field Inhomogeneity. - Jeffrey A. Fessler; Douglas C. Noll (ISBI, 2007)

Regularized B1+ Map Estimation in MRI. - Amanda K. Funai; Jeffrey A. Fessler; William Grissom; Douglas C. Noll (ISBI, 2007)

Resolution Properties in Regularized Dynamic Mri Reconstruction. - Kimberly A. Khalsa; Jeffrey A. Fessler (ISBI, 2007)

Iterative Sorting for 4dct Images Based on Internal Anatomy Motion. - Rongping Zeng; Jeffrey A. Fessler; James M. Balter; Peter A. Balter (ISBI, 2007)

Local mismatch location and spatial scale detection in image registration. - Ramkrishnan Narayanan; Jeffrey A. Fessler; Bing Ma; Hyunjin Park; Charles R. Meyer (Image Processing, 2007)

A simplified motion model for estimating respiratory motion from orbiting views. - Rongping Zeng; Jeffrey A. Fessler; James M. Balter (Image Processing, 2007)

An Expanded Theoretical Treatment of Iteration-Dependent Majorize-Minimize Algorithms. - Matthew W. Jacobson; Jeffrey A. Fessler (IEEE Trans. Image Process., 2007)

Estimating 3-D Respiratory Motion From Orbiting Views by Tomographic Image Registration. - Rongping Zeng; Jeffrey A. Fessler; James M. Balter (IEEE Trans. Medical Imaging, 2007)

Fast Predictions of Variance Images for Fan-Beam Transmission Tomography With Quadratic Regularization. - Yingying Zhang-O'Connor; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2007)

Regularized estimation of Stokes images from polarimetric measurements. - John R. Valenzuela; Jeffrey A. Fessler (Computational Imaging, 2008)

Regularized methods for topology-preserving smooth nonrigid image registration using B-spline basis. - Se Young Chun; Jeffrey A. Fessler (ISBI, 2008)

Motion Robust Magnetic Susceptibility and Field Inhomogeneity Estimation Using Regularized Image Restoration Techniques for fMRI. - Desmond Teck Beng Yeo; Jeffrey A. Fessler; Boklye Kim (MICCAI (1), 2008)

Regularized Field Map Estimation in MRI. - Amanda K. Funai; Jeffrey A. Fessler; Desmond Teck Beng Yeo; Valur T. Olafsson; Douglas C. Noll (IEEE Trans. Medical Imaging, 2008)

Fast Joint Reconstruction of Dynamic R2* and Field Maps in Functional MRI. - Valur T. Olafsson; Douglas C. Noll; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2008)

Sparsity regularization for image reconstruction with Poisson data. - Daniel J. Lingenfelter; Jeffrey A. Fessler; Zhong He (Computational Imaging, 2009)

A New Statistical Image Reconstruction Algorithm for Polyenergetic X-RAY CT. - Mónica Abella; Jeffrey A. Fessler (ISBI, 2009)

Spatial Resolution and Noise Properties of Regularized Motion-Compensated Image Reconstruction. - Se Young Chun; Jeffrey A. Fessler (ISBI, 2009)

Model-Based Image Reconstruction for Dual-Energy X-Ray CT with Fast KVP Switching. - Won Seok Huh; Jeffrey A. Fessler (ISBI, 2009)

Discriminative Sliding Preserving Regularization in Medical Image Registration. - Dan Ruan; Selim Esedoglu; Jeffrey A. Fessler (ISBI, 2009)

Improved fMRI time-series registration using joint probability density priors. - Roshni R. Bhagalia; Jeffrey A. Fessler; Boklye Kim; Charles R. Meyer (Image Processing, 2009)

A simple penalty that encourages local invertibility and considers sliding effects for respiratory motion. - Se Young Chun; Jeffrey A. Fessler; Marc L. Kessler (Image Processing, 2009)

A Simple Regularizer for B-spline Nonrigid Image Registration That Encourages Local Invertibility. - Se Young Chun; Jeffrey A. Fessler (IEEE J. Sel. Top. Signal Process., 2009)

Reducing between scanner differences in multi-center PET studies. - Aniket Joshi; Robert A. Koeppe; Jeffrey A. Fessler (NeuroImage, 2009)

Accelerated Nonrigid Intensity-Based Image Registration Using Importance Sampling. - Roshni R. Bhagalia; Jeffrey A. Fessler; Boklye Kim (IEEE Trans. Medical Imaging, 2009)

Fast Large-Tip-Angle Multidimensional and Parallel RF Pulse Design in MRI. - William Grissom; Dan Xu; Adam B. Kerr; Jeffrey A. Fessler; Douglas C. Noll (IEEE Trans. Medical Imaging, 2009)

Statistical Sinogram Restoration in Dual-Energy CT for PET Attenuation Correction. - Joonki Noh; Jeffrey A. Fessler; Paul E. Kinahan (IEEE Trans. Medical Imaging, 2009)

Quadratic Regularization Design for 2-D CT. - Hugo R. Shi; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2009)

Sufficient condition for local invertibility of spatio-temporal 4D B-spline deformations. - Se Young Chun; Colas Schretter; Jeffrey A. Fessler (ISBI, 2010)

Optimization transfer approach to joint registration / reconstruction for motion-compensated image reconstruction. - Jeffrey A. Fessler (ISBI, 2010)

Cramér RAO bound analysis of joint B1/T1 mapping methods in MRI. - Amanda K. Funai; Jeffrey A. Fessler (ISBI, 2010)

Joint estimation of image and fieldmap in parallel MRI using single-shot acquisitions. - Antonios Matakos; Jeffrey A. Fessler (ISBI, 2010)

An accelerated iterative reweighted least squares algorithm for compressed sensing MRI. - Sathish Ramani; Jeffrey A. Fessler (ISBI, 2010)

Model-Based Image Reconstruction for MRI. - Jeffrey A. Fessler (IEEE Signal Process. Mag., 2010)

3D Forward and Back-Projection for X-Ray CT Using Separable Footprints. - Yong Long; Jeffrey A. Fessler; James M. Balter (IEEE Trans. Medical Imaging, 2010)

Benefits of position-sensitive detectors for radioactive source detection. - Daniel J. Lingenfelter; Jeffrey A. Fessler; Clayton D. Scott; Zhong He (IEEE Trans. Signal Process., 2010)

Hardware acceleration of iterative image reconstruction for X-ray computed tomography. - Jung Kuk Kim; Zhengya Zhang; Jeffrey A. Fessler (ICASSP, 2011)

Regularization design for isotropic spatial resolution in motion-compensated image reconstruction. - Se Young Chun; Jeffrey A. Fessler (ISBI, 2011)

Iterative image reconstruction for dual-energy X-ray CT using regularized material sinogram estimates. - Won Seok Huh; Jeffrey A. Fessler (ISBI, 2011)

Accelerated ordered-subsets algorithm based on separable quadratic surrogates for regularized image reconstruction in X-ray CT. - Donghwan Kim; Jeffrey A. Fessler (ISBI, 2011)

Dynamic MR image and fieldmap joint reconstruction accounting for through-plane fieldmap gradients. - Antonios Matakos; Jeffrey A. Fessler (ISBI, 2011)

Regularized parallel mri reconstruction using an alternating direction method of multipliers. - Sathish Ramani; Jeffrey A. Fessler (ISBI, 2011)

Algorithms for Area Preserving Flows. - Catherine Kublik; Selim Esedoglu; Jeffrey A. Fessler (SIAM J. Sci. Comput., 2011)

Regularized Image Reconstruction Algorithms for Dual-Isotope Myocardial Perfusion SPECT (MPS) Imaging Using a Cross-Tracer Prior. - Xin He; Lishui Cheng; Jeffrey A. Fessler; Eric C. Frey (IEEE Trans. Medical Imaging, 2011)

Parallel MR Image Reconstruction Using Augmented Lagrangian Methods. - Sathish Ramani; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2011)

Asymptotic Source Detection Performance of Gamma-Ray Imaging Systems Under Model Mismatch. - Daniel J. Lingenfelter; Jeffrey A. Fessler; Clayton D. Scott; Zhong He (IEEE Trans. Signal Process., 2011)

Iterative weighted risk estimation for nonlinear image restoration with analysis priors. - Sathish Ramani; Jeffrey Rosen; Zhihao Liu; Jeffrey A. Fessler (Computational Imaging, 2012)

Image restoration using non-circulant shift-invariant system models. - Antonios Matakos; Sathish Ramani; Jeffrey A. Fessler (ICIP, 2012)

Cross-validation and predicted risk estimation for nonlinear iterative reweighted least-squares MRI reconstruction. - Sathish Ramani; Jon-Fredrik Nielsen; Jeffrey A. Fessler (ICIP, 2012)

Regularized MR coil sensitivity estimation using augmented Lagrangian methods. - Michael J. Allison; Sathish Ramani; Jeffrey A. Fessler (ISBI, 2012)

Statistical X-ray CT reconstruction using a splitting-based iterative algorithm with orthonormal wavelets. - Sathish Ramani; Jeffrey A. Fessler (ISBI, 2012)

Alternating minimization approach for multi-frame image reconstruction. - Jang-Hwan Cho; Sathish Ramani; Jeffrey A. Fessler (SSP, 2012)

Regularization Parameter Selection for Nonlinear Iterative Image Restoration and MRI Reconstruction Using GCV and SURE-Based Methods. - Sathish Ramani; Zhihao Liu; Jeffrey Rosen; Jon-Fredrik Nielsen; Jeffrey A. Fessler (IEEE Trans. Image Process., 2012)

Spatial Resolution Properties of Motion-Compensated Tomographic Image Reconstruction Methods. - Se Young Chun; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2012)

A Splitting-Based Iterative Algorithm for Accelerated Statistical X-Ray CT Reconstruction. - Sathish Ramani; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2012)

Separate Magnitude and Phase Regularization via Compressed Sensing. - Feng Zhao; Douglas C. Noll; Jon-Fredrik Nielsen; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2012)

Forward-Projection Architecture for Fast Iterative Image Reconstruction in X-Ray CT. - Jung Kuk Kim; Jeffrey A. Fessler; Zhengya Zhang (IEEE Trans. Signal Process., 2012)

Ordered subsets with momentum for accelerated X-ray CT image reconstruction. - Donghwan Kim; Sathish Ramani; Jeffrey A. Fessler (ICASSP, 2013)

Accelerated noncartesian sense reconstruction using a majorize-minimize algorithm combining variable-splitting. - Sathish Ramani; Jeffrey A. Fessler (ISBI, 2013)

Spoke pulse design in magnetic resonance imaging using greedy minimax algorithm. - Hao Sun; Daniel S. Weller; Alan Chu; Sathish Ramani; Daehyun Yoon; Jon-Fredrik Nielsen; Jeffrey A. Fessler (ISBI, 2013)

Sure-based parameter selection for parallel MRI reconstruction using GRAPPA and sparsity. - Daniel S. Weller; Sathish Ramani; Jon-Fredrik Nielsen; Jeffrey A. Fessler (ISBI, 2013)

Optimized linear combinations of channels for complex multiple-coil B1 field estimation with Bloch-Siegert B1 mapping in MRI. - Feng Zhao; Jeffrey A. Fessler; Steven M. Wright; Joseph Vincent Rispoli; Douglas C. Noll (ISBI, 2013)

Accelerated Edge-Preserving Image Restoration Without Boundary Artifacts. - Antonios Matakos; Sathish Ramani; Jeffrey A. Fessler (IEEE Trans. Image Process., 2013)

Accelerated Regularized Estimation of MR Coil Sensitivities Using Augmented Lagrangian Methods. - Michael J. Allison; Sathish Ramani; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2013)

Noise Properties of Motion-Compensated Tomographic Image Reconstruction Methods. - Se Young Chun; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2013)

Correction for Collimator-Detector Response in SPECT Using Point Spread Function Template. - Se Young Chun; Jeffrey A. Fessler; Yuni K. Dewaraja (IEEE Trans. Medical Imaging, 2013)

Accelerating Ordered Subsets Image Reconstruction for X-ray CT Using Spatially Nonuniform Optimization Transfer. - Donghwan Kim; Debashish Pal; Jean-Baptiste Thibault; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2013)

Non-Cartesian MRI Reconstruction With Automatic Regularization Via Monte-Carlo SURE. - Sathish Ramani; Daniel S. Weller; Jon-Fredrik Nielsen; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2013)

Fast edge-preserving image denoising via group coordinate descent on the GPU. - Madison G. McGaffin; Jeffrey A. Fessler (Computational Imaging, 2014)

Model-based, one-sided, time-of-flight terahertz image reconstruction. - Stephen M. Schmitt; Jeffrey A. Fessler; Greg D. Fichter; David A. Zimdars (Computational Imaging, 2014)

Fast MR image reconstruction with orthogonal wavelet regularization via shift-variant shrinkage. - Matthew J. Muckley; Jeffrey A. Fessler (ICIP, 2014)

Model-based estimation of T2 maps with dual-echo steady-state MR imaging. - Gopal Nataraj; Jon-Fredrik Nielsen; Jeffrey A. Fessler (ICIP, 2014)

Regularized estimation of Bloch-Siegert |B1+| maps in MRI. - Hao Sun; William A. Grissom; Jeffrey A. Fessler (ICIP, 2014)

Phase retrieval of sparse signals using optimization transfer and ADMM. - Daniel S. Weller; Ayelet Pnueli; Ori Radzyner; Gilad Divon; Yonina C. Eldar; Jeffrey A. Fessler (ICIP, 2014)

Improved Robust PCA using low-rank denoising with optimal singular value shrinkage. - Brian E. Moore; Raj Rao Nadakuditi; Jeffrey A. Fessler (SSP, 2014)

A convergence proof of the split Bregman method for regularized least-squares problems. - Hung Nien; Jeffrey A. Fessler (CoRR, 2014)

Alternating Direction Method of Multiplier for Tomography With Nonlocal Regularizers. - Se Young Chun; Yuni K. Dewaraja; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2014)

Multi-Material Decomposition Using Statistical Image Reconstruction for Spectral CT. - Yong Long; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2014)

Augmented Lagrangian with Variable Splitting for Faster Non-Cartesian 𝕃1-SPIRiT MR Image Reconstruction. - Daniel S. Weller; Sathish Ramani; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2014)

Regularized Estimation of Magnitude and Phase of Multi-Coil $B_1$ Field Via Bloch-Siegert $B_1$ Mapping and Coil Combination Optimizations. - Feng Zhao; Jeffrey A. Fessler; Steven M. Wright; Douglas C. Noll (IEEE Trans. Medical Imaging, 2014)

An optimized first-order method for image restoration. - Donghwan Kim; Jeffrey A. Fessler (ICIP, 2015)

Model-based image reconstruction of chemiluminescence using a plenoptic 2.0 camera. - Hung Nien; Jeffrey A. Fessler; Volker Sick (ICIP, 2015)

Efficient Sum of Sparse Outer Products Dictionary Learning (SOUP-DIL). - Saiprasad Ravishankar; Raj Rao Nadakuditi; Jeffrey A. Fessler (CoRR, 2015)

Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) - The $ ell_0$ Method. - Saiprasad Ravishankar; Raj Rao Nadakuditi; Jeffrey A. Fessler (CoRR, 2015)

Comparison of SIRT and SQS for Regularized Weighted Least Squares Image Reconstruction. - Jens Gregor; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2015)

Alternating Dual Updates Algorithm for X-ray CT Reconstruction on the GPU. - Madison G. McGaffin; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2015)

Undersampled Phase Retrieval With Outliers. - Daniel S. Weller; Ayelet Pnueli; Gilad Divon; Ori Radzyner; Yonina C. Eldar; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2015)

Edge-Preserving Image Denoising via Group Coordinate Descent on the GPU. - Madison Gray McGaffin; Jeffrey A. Fessler (IEEE Trans. Image Process., 2015)

Regularization Designs for Uniform Spatial Resolution and Noise Properties in Statistical Image Reconstruction for 3-D X-ray CT. - Jang-Hwan Cho; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2015)

Combining Ordered Subsets and Momentum for Accelerated X-Ray CT Image Reconstruction. - Donghwan Kim; Sathish Ramani; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2015)

Fast Parallel MR Image Reconstruction via B1-Based, Adaptive Restart, Iterative Soft Thresholding Algorithms (BARISTA). - Matthew J. Muckley; Douglas C. Noll; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2015)

Fast X-Ray CT Image Reconstruction Using a Linearized Augmented Lagrangian Method With Ordered Subsets. - Hung Nien; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2015)

Towards a theoretical analysis of PCA for heteroscedastic data. - David Hong; Laura Balzano; Jeffrey A. Fessler (Allerton, 2016)

Efficient learning of dictionaries with low-rank atoms. - Saiprasad Ravishankar; Brian E. Moore; Raj Rao Nadakuditi; Jeffrey A. Fessler (GlobalSIP, 2016)

Sum of outer products dictionary learning for inverse problems. - Saiprasad Ravishankar; Raj Rao Nadakuditi; Jeffrey A. Fessler (GlobalSIP, 2016)

Joint estimation of activity distribution and attenuation map for TOF-PET using alternating direction method of multiplier. - Se Young Chun; Kyeong Yun Kim; Jae Sung Lee; Jeffrey A. Fessler (ISBI, 2016)

LASSI: A low-rank and adaptive sparse signal model for highly accelerated dynamic imaging. - Saiprasad Ravishankar; Brian E. Moore; Raj Rao Nadakuditi; Jeffrey A. Fessler (IVMSP, 2016)

Low dose CT image reconstruction with learned sparsifying transform. - Xuehang Zheng; Zening Lu; Saiprasad Ravishankar; Yong Long; Jeffrey A. Fessler (IVMSP, 2016)

Optimized first-order methods for smooth convex minimization. - Donghwan Kim; Jeffrey A. Fessler (Math. Program., 2016)

Joint Design of Excitation k-Space Trajectory and RF Pulse for Small-Tip 3D Tailored Excitation in MRI. - Sun Hao; Jeffrey A. Fessler; Douglas C. Noll; Jon-Fredrik Nielsen (IEEE Trans. Medical Imaging, 2016)

Relaxed Linearized Algorithms for Faster X-Ray CT Image Reconstruction. - Hung Nien; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2016)

Physics-driven deep training of dictionary-based algorithms for MR image reconstruction. - Saiprasad Ravishankar; Il Yong Chun; Jeffrey A. Fessler (ACSSC, 2017)

Efficient online dictionary adaptation and image reconstruction for dynamic MRI. - Saiprasad Ravishankar; Brian E. Moore; Raj Rao Nadakuditi; Jeffrey A. Fessler (ACSSC, 2017)

Online dynamic MRI reconstruction via robust subspace tracking. - Greg Ongie; Saket Dewangan; Jeffrey A. Fessler; Laura Balzano (GlobalSIP, 2017)

Accelerated dual gradient-based methods for total variation image denoising/deblurring problems. - Donghwan Kim; Jeffrey A. Fessler (ICASSP, 2017)

Dictionary-free MRI parameter estimation via kernel ridge regression. - Gopal Nataraj; Jon-Fredrik Nielsen; Jeffrey A. Fessler (ISBI, 2017)

Efficient computation of regularized field map estimates in 3D. - Greg Ongie; Junyun Shi; Jeffrey A. Fessler (ISBI, 2017)

Adaptive sparse modeling and shifted-poisson likelihood based approach for low-dosect image reconstruction. - Siqi Ye; Saiprasad Ravishankar; Yong Long; Jeffrey A. Fessler (MLSP, 2017)

Sparse-View X-Ray CT Reconstruction Using 𝓵1 Prior with Learned Transform. - Xuehang Zheng; Il Yong Chun; Zhipeng Li 003; Yong Long; Jeffrey A. Fessler (CoRR, 2017)

On the Convergence Analysis of the Optimized Gradient Method. - Donghwan Kim; Jeffrey A. Fessler (J. Optim. Theory Appl., 2017)

Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum]. - Yonina C. Eldar; Alfred O. Hero III; Li Deng 001; Jeffrey A. Fessler; Jelena Kovacevic; H. Vincent Poor; Steve J. Young (IEEE Signal Process. Mag., 2017)

Efficient, Convergent SENSE MRI Reconstruction for Nonperiodic Boundary Conditions via Tridiagonal Solvers. - Mai Le; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2017)

Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems. - Saiprasad Ravishankar; Raj Rao Nadakuditi; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2017)

Optimizing MR Scan Design for Model-Based T1, T2 Estimation From Steady-State Sequences. - Gopal Nataraj; Jon-Fredrik Nielsen; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2017)

Low-Rank and Adaptive Sparse Signal (LASSI) Models for Highly Accelerated Dynamic Imaging. - Saiprasad Ravishankar; Brian E. Moore; Raj Rao Nadakuditi; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2017)

Fast Variance Prediction for Iteratively Reconstructed CT Images With Locally Quadratic Regularization. - Stephen M. Schmitt; Mitchell M. Goodsitt; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2017)

Convolutional analysis operator learning: Application to sparse-view CT : (Invited Paper). - Il Yong Chun; Jeffrey A. Fessler (ACSSC, 2018)

Fast and convergent iterative image recovery using trained convolutional neural networks. - Il Yong Chun; Hongki Lim; Zhengyu Huang; Jeffrey A. Fessler (Allerton, 2018)

Learning Dictionary-Based Unions of Subspaces for Image Denoising. - David Hong; Robert P. Malinas; Jeffrey A. Fessler; Laura Balzano (EUSIPCO, 2018)

Learned Mixed Material Models for Efficient Clustering Based Dual-Energy CT Image Decomposition. - Zhipeng Li 003; Saiprasad Ravishankar; Yong Long; Jeffrey A. Fessler (GlobalSIP, 2018)

Image-domain material decomposition using data-driven sparsity models for dual-energy CT. - Zhipeng Li 003; Saiprasad Ravishankar; Yong Long; Jeffrey A. Fessler (ISBI, 2018)

Accelerated methods for low-rank plus sparse image reconstruction. - Claire Yilin Lin; Jeffrey A. Fessler (ISBI, 2018)

Accelerated high b-value diffusion-weighted MR imaging via phase-constrained low-rank tensor model. - Lianli Liu; Adam Johansson; James M. Balter; Yue Cao; Jeffrey A. Fessler (ISBI, 2018)

Deep dictionary-transform learning for image reconstruction. - Saiprasad Ravishankar; Anish Lahiri; Cameron Blocker; Jeffrey A. Fessler (ISBI, 2018)

Low-Rank Plus Sparse Tensor Models for Light-field Reconstruction from Focal Stack Data. - Cameron J. Blocker; Il Yong Chun; Jeffrey A. Fessler (IVMSP, 2018)

Deep BCD-Net Using Identical Encoding-Decoding CNN Structures for Iterative Image Recovery. - Il Yong Chun; Jeffrey A. Fessler (IVMSP, 2018)

Convolutional Analysis Operator Learning: Acceleration, Convergence, Application, and Neural Networks. - Il Yong Chun; Jeffrey A. Fessler (CoRR, 2018)

Adaptive Restart of the Optimized Gradient Method for Convex Optimization. - Donghwan Kim; Jeffrey A. Fessler (J. Optim. Theory Appl., 2018)

Asymptotic performance of PCA for high-dimensional heteroscedastic data. - David Hong; Laura Balzano; Jeffrey A. Fessler (J. Multivar. Anal., 2018)

Another Look at the Fast Iterative Shrinkage/Thresholding Algorithm (FISTA). - Donghwan Kim; Jeffrey A. Fessler (SIAM J. Optim., 2018)

Generalizing the Optimized Gradient Method for Smooth Convex Minimization. - Donghwan Kim; Jeffrey A. Fessler (SIAM J. Optim., 2018)

Image Reconstruction for Limited-Angle Electron Beam X-Ray Computed Tomography With Energy-Integrating Detectors for Multiphase Flows. - Seongjin Yoon; Simo A. Mäkiharju; Jeffrey A. Fessler; Steven L. Ceccio (IEEE Trans. Computational Imaging, 2018)

Convolutional Dictionary Learning: Acceleration and Convergence. - Il Yong Chun; Jeffrey A. Fessler (IEEE Trans. Image Process., 2018)

Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels. - Gopal Nataraj; Jon-Fredrik Nielsen; Clayton D. Scott; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2018)

Fast Spatial Resolution Analysis of Quadratic Penalized Least-Squares Image Reconstruction With Separate Real and Imaginary Roughness Penalty: Application to fMRI. - Valur T. Olafsson; Douglas C. Noll; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2018)

Image Reconstruction is a New Frontier of Machine Learning. - Ge Wang 001; Jong Chul Ye; Klaus Mueller 001; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2018)

Detector Blur and Correlated Noise Modeling for Digital Breast Tomosynthesis Reconstruction. - Jiabei Zheng; Jeffrey A. Fessler; Heang-Ping Chan (IEEE Trans. Medical Imaging, 2018)

PWLS-ULTRA: An Efficient Clustering and Learning-Based Approach for Low-Dose 3D CT Image Reconstruction. - Xuehang Zheng; Saiprasad Ravishankar; Yong Long; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2018)

Incorporating Handcrafted Filters in Convolutional Analysis Operator Learning for Ill-Posed Inverse Problems. - Caroline Crockett; David Hong; Il Yong Chun; Jeffrey A. Fessler (CAMSAP, 2019)

Probabilistic PCA for Heteroscedastic Data. - David Hong; Laura Balzano; Jeffrey A. Fessler (CAMSAP, 2019)

Blind Unitary Transform Learning for Inverse Problems in Light-Field Imaging. - Cameron J. Blocker; Jeffrey A. Fessler (ICCV Workshops, 2019)

BCD-Net for Low-Dose CT Reconstruction: Acceleration, Convergence, and Generalization. - Il Yong Chun; Xuehang Zheng; Yong Long; Jeffrey A. Fessler (MICCAI (6), 2019)

Optimizing MRF-ASL Scan Design for Precise Quantification of Brain Hemodynamics using Neural Network Regression. - Anish Lahiri; Jeffrey A. Fessler; Luis Hernandez-Garcia (CoRR, 2019)

Improved low-count quantitative PET reconstruction with a variational neural network. - Hongki Lim; Il Yong Chun; Yuni K. Dewaraja; Jeffrey A. Fessler (CoRR, 2019)

Real-time filtering with sparse variations for head motion in magnetic resonance imaging. - Daniel S. Weller; Douglas C. Noll; Jeffrey A. Fessler (Signal Process., 2019)

Convolutional Analysis Operator Learning: Dependence on Training Data. - Il Yong Chun; David Hong; Ben Adcock; Jeffrey A. Fessler (IEEE Signal Process. Lett., 2019)

Efficient Dynamic Parallel MRI Reconstruction for the Low-Rank Plus Sparse Model. - Claire Yilin Lin; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2019)

Light-Field Reconstruction and Depth Estimation from Focal Stack Images Using Convolutional Neural Networks. - Zhengyu Huang; Jeffrey A. Fessler; Theodore B. Norris; Il Yong Chun (ICASSP, 2020)

A Temporal Model for Task-Based Functional MR Images. - Claire Yilin Lin; Douglas C. Noll; Jeffrey A. Fessler (ISBI, 2020)

Block Axial Checkerboarding: A Distributed Algorithm for Helical X-Ray CT Reconstruction. - Naveen Murthy; Jeffrey A. Fessler (ISBI, 2020)

Image Reconstruction: From Sparsity to Data-Adaptive Methods and Machine Learning. - Saiprasad Ravishankar; Jong Chul Ye; Jeffrey A. Fessler (Proc. IEEE, 2020)

Optimization Methods for Magnetic Resonance Image Reconstruction: Key Models and Optimization Algorithms. - Jeffrey A. Fessler (IEEE Signal Process. Mag., 2020)

Efficient Regularized Field Map Estimation in 3D MRI. - Claire Yilin Lin; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2020)

Online Adaptive Image Reconstruction (OnAIR) Using Dictionary Models. - Brian E. Moore; Saiprasad Ravishankar; Raj Rao Nadakuditi; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2020)

Convolutional Analysis Operator Learning: Acceleration and Convergence. - Il Yong Chun; Jeffrey A. Fessler (IEEE Trans. Image Process., 2020)

Simplified Statistical Image Reconstruction for X-ray CT With Beam-Hardening Artifact Compensation. - Mónica Abella; Cristóbal Martinez; Manuel Desco; Juan José Vaquero; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2020)

Algorithms and Analyses for Joint Spectral Image Reconstruction in Y-90 Bremsstrahlung SPECT. - Se Young Chun; Minh Phuong Nguyen; Thanh Quoc Phan; Hanvit Kim; Jeffrey A. Fessler; Yuni K. Dewaraja (IEEE Trans. Medical Imaging, 2020)

High-Resolution Oscillating Steady-State fMRI Using Patch-Tensor Low-Rank Reconstruction. - Shouchang Guo; Jeffrey A. Fessler; Douglas C. Noll (IEEE Trans. Medical Imaging, 2020)

DECT-MULTRA: Dual-Energy CT Image Decomposition With Learned Mixed Material Models and Efficient Clustering. - Zhipeng Li 003; Saiprasad Ravishankar; Yong Long; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2020)

Improved Low-Count Quantitative PET Reconstruction With an Iterative Neural Network. - Hongki Lim; Il Yong Chun; Yuni K. Dewaraja; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2020)

SPULTRA: Low-Dose CT Image Reconstruction With Joint Statistical and Learned Image Models. - Siqi Ye; Saiprasad Ravishankar; Yong Long; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2020)

Motivating Bilevel Approaches To Filter Learning: A Case Study. - Caroline Crockett; Jeffrey A. Fessler (ICIP, 2021)

Poisson Phase Retrieval With Wirtinger Flow. - Zongyu Li; Kenneth Lange; Jeffrey A. Fessler (ICIP, 2021)

Jigsaw: A Slice-and-Dice Approach to Non-uniform FFT Acceleration for MRI Image Reconstruction. - Brendan L. West; Jeffrey A. Fessler; Thomas F. Wenisch (IPDPS, 2021)

Efficient Multi-GPU Shared Memory via Automatic Optimization of Fine-Grained Transfers. - Harini Muthukrishnan; David W. Nellans; Daniel Lustig; Jeffrey A. Fessler; Thomas F. Wenisch (ISCA, 2021)

Algorithms for Poisson Phase Retrieval. - Zongyu Li; Kenneth Lange; Jeffrey A. Fessler (CoRR, 2021)

Optimizing the Efficiency of First-Order Methods for Decreasing the Gradient of Smooth Convex Functions. - Donghwan Kim; Jeffrey A. Fessler (J. Optim. Theory Appl., 2021)

Deep Convolutional Neural Network With Adversarial Training for Denoising Digital Breast Tomosynthesis Images. - Mingjie Gao; Jeffrey A. Fessler; Heang-Ping Chan (IEEE Trans. Medical Imaging, 2021)

Blind Primed Supervised (BLIPS) Learning for MR Image Reconstruction. - Anish Lahiri; Guanhua Wang; Saiprasad Ravishankar; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2021)

Joint Design of RF and Gradient Waveforms via Auto-differentiation for 3D Tailored Excitation in MRI. - Tianrui Luo; Douglas C. Noll; Jeffrey A. Fessler; Jon-Fredrik Nielsen (IEEE Trans. Medical Imaging, 2021)

HePPCAT: Probabilistic PCA for Data With Heteroscedastic Noise. - David Hong; Kyle Gilman; Laura Balzano; Jeffrey A. Fessler (IEEE Trans. Signal Process., 2021)

Uniform Cramér-Rao Lower Bound for Phase Retrieval: An Empirical Study. - Zongyu Li; Jeffrey A. Fessler (IEEECONF, 2022)

Sparse-view Cone Beam CT Reconstruction using Data-consistent Supervised and Adversarial Learning from Scarce Training Data. - Anish Lahiri; Marc Louis Klasky; Jeffrey A. Fessler; Saiprasad Ravishankar (CoRR, 2022)

Bilevel Methods for Image Reconstruction. - Caroline Crockett; Jeffrey A. Fessler (Found. Trends Signal Process., 2022)

Poisson Phase Retrieval in Very Low-Count Regimes. - Zongyu Li; Kenneth Lange; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2022)

B-Spline Parameterized Joint Optimization of Reconstruction and K-Space Trajectories (BJORK) for Accelerated 2D MRI. - Guanhua Wang; Tianrui Luo; Jon-Fredrik Nielsen; Douglas C. Noll; Jeffrey A. Fessler (IEEE Trans. Medical Imaging, 2022)

HeMPPCAT: Mixtures of Probabilistic Principal Component analysers for data with heteroscedastic noise. - Alec S. Xu; Laura Balzano; Jeffrey A. Fessler (ICASSP, 2023)

AWFSD: Accelerated Wirtinger Flow with Score-based Diffusion Image Prior for Poisson-Gaussian Holographic Phase Retrieval. - Zongyu Li; Jason Hu; Xiaojian Xu 002; Liyue Shen; Jeffrey A. Fessler (CoRR, 2023)

Sparse-View Cone Beam CT Reconstruction Using Data-Consistent Supervised and Adversarial Learning From Scarce Training Data. - Anish Lahiri; Gabriel Maliakal; Marc Louis Klasky; Jeffrey A. Fessler; Saiprasad Ravishankar (IEEE Trans. Computational Imaging, 2023)

SPECT Reconstruction With a Trained Regularizer Using CT-Side Information: Application to $^{177}$Lu SPECT Imaging. - Hongki Lim; Yuni K. Dewaraja; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2023)

Efficient Approximation of Jacobian Matrices Involving a Non-Uniform Fast Fourier Transform (NUFFT). - Guanhua Wang; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2023)

Optimally Weighted PCA for High-Dimensional Heteroscedastic Data. - David Hong; Fan Yang 106; Jeffrey A. Fessler; Laura Balzano (SIAM J. Math. Data Sci., 2023)

Momentum-Net: Fast and Convergent Iterative Neural Network for Inverse Problems. - Il Yong Chun; Zhengyu Huang; Hongki Lim; Jeffrey A. Fessler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Physics-Guided Deep Scatter Estimation by Weak Supervision for Quantitative SPECT. - Hanvit Kim; Zongyu Li; Jiye Son; Jeffrey A. Fessler; Yuni K. Dewaraja; Se Young Chun (IEEE Trans. Medical Imaging, 2023)

Learning Image Priors Through Patch-Based Diffusion Models for Solving Inverse Problems. - Jason Hu; Bowen Song; Xiaojian Xu 002; Liyue Shen; Jeffrey A. Fessler (NeurIPS, 2024)

DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction. - Bowen Song; Jason Hu; Zhaoxu Luo; Jeffrey A. Fessler; Liyue Shen (NeurIPS, 2024)

Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction. - Xiaojian Xu 002; Marc Louis Klasky; Michael T. McCann; Jason Hu; Jeffrey A. Fessler (CoRR, 2024)

Patch-Based Diffusion Models Beat Whole-Image Models for Mismatched Distribution Inverse Problems. - Jason Hu; Bowen Song; Jeffrey A. Fessler; Liyue Shen (CoRR, 2024)

On Adapting Randomized Nyström Preconditioners to Accelerate Variational Image Reconstruction. - Tao Hong 006; Zhaoyi Xu; Jason Hu; Jeffrey A. Fessler (CoRR, 2024)

A Complex Quasi-Newton Proximal Method for Image Reconstruction in Compressed Sensing MRI. - Tao Hong 006; Luis Hernandez-Garcia; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2024)

Accelerated Wirtinger Flow With Score-Based Image Priors for Holographic Phase Retrieval in Poisson-Gaussian Noise Conditions. - Zongyu Li; Jason Hu; Xiaojian Xu 002; Liyue Shen; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2024)

Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification. - Shouchang Guo; Jeffrey A. Fessler; Douglas C. Noll (IEEE Trans. Medical Imaging, 2024)

Test-Time Adaptation Improves Inverse Problem Solving With Patch-Based Diffusion Models. - Jason Hu; Bowen Song; Jeffrey A. Fessler; Liyue Shen (IEEE Trans. Computational Imaging, 2025)

Swap-Net: A Memory-Efficient 2.5D Network for Sparse-View 3D Cone Beam CT Reconstruction to ICF Applications. - Xiaojian Xu 002; Marc Louis Klasky; Michael T. McCann; Jason Hu; Jeffrey A. Fessler (IEEE Trans. Computational Imaging, 2025)

Streaming Heteroscedastic Probabilistic PCA with Missing Data. - Kyle Gilman; David Hong; Jeffrey A. Fessler; Laura Balzano (Trans. Mach. Learn. Res., 2025)

ALPCAH: Subspace Learning for Sample-Wise Heteroscedastic Data. - Javier Salazar Cavazos; Jeffrey A. Fessler; Laura Balzano (IEEE Trans. Signal Process., 2025)

FlowDAS: A Flow-Based Framework for Data Assimilation. - Siyi Chen; Yixuan Jia; Qing Qu 001; He Sun 010; Jeffrey A. Fessler (CoRR, 2025)

Convergent Complex Quasi-Newton Proximal Methods for Gradient-Driven Denoisers in Compressed Sensing MRI Reconstruction. - Tao Hong 006; Zhaoyi Xu; Se Young Chun; Luis Hernandez-Garcia; Jeffrey A. Fessler (CoRR, 2025)

ALPCAHUS: Subspace Clustering for Heteroscedastic Data. - Javier Salazar Cavazos; Jeffrey A. Fessler; Laura Balzano (CoRR, 2025)