Blind deconvolution of ultrasound images using partial spectral information and sparsity constraints. - Oleg V. Michailovich; Dan Adam (ISBI, 2002)

Blind deconvolution of ultrasound sequences using nonparametric local polynomial estimates of the pulse. - Dan Adam; Oleg V. Michailovich (IEEE Trans. Biomed. Eng., 2002)

A High-Resolution Technique for Ultrasound Harmonic Imaging Using Sparse Representation in Gabor Frames. - Oleg V. Michailovich; Dan Adam (IEEE Trans. Medical Imaging, 2002)

Robust Estimation of Ultrasound Pulses Using Outlier-Resistant De-Noising. - Oleg V. Michailovich; Dan Adam (IEEE Trans. Medical Imaging, 2003)

Phase unwrapping for 2-D blind deconvolution of ultrasound images. - Oleg V. Michailovich; Dan Adam (IEEE Trans. Medical Imaging, 2004)

A novel approach to the 2-D blind deconvolution problem in medical ultrasound. - Oleg V. Michailovich; Dan Adam (IEEE Trans. Medical Imaging, 2005)

Deconvolution of medical ultrasound images via parametric inverse filtering. - Oleg V. Michailovich; Allen R. Tannenbaum (ISBI, 2006)

Segmenting Images on the Tensor Manifold. - Yogesh Rathi; Allen R. Tannenbaum; Oleg V. Michailovich (CVPR, 2007)

On Separation of Signal Sources Using Kernel Estimates of Probability Densities. - Oleg V. Michailovich; Douglas Wiens (ICA, 2007)

Segmentation of Medical Ultrasound Images using Active Contours. - Oleg V. Michailovich; Allen R. Tannenbaum (ICIP (5), 2007)

Image Segmentation Using Active Contours Driven by the Bhattacharyya Gradient Flow. - Oleg V. Michailovich; Yogesh Rathi; Allen R. Tannenbaum (IEEE Trans. Image Process., 2007)

Blind Deconvolution of Medical Ultrasound Images: A Parametric Inverse Filtering Approach. - Oleg V. Michailovich; Allen R. Tannenbaum (IEEE Trans. Image Process., 2007)

Orientation distribution estimation for Q-ball imaging. - Yogesh Rathi; Oleg V. Michailovich; Sylvain Bouix; Martha Elizabeth Shenton (CVPR Workshops, 2008)

On approximation of smooth functions from samples of partial derivatives with application to phase unwrapping. - Oleg V. Michailovich; Allen R. Tannenbaum (Signal Process., 2008)

Dynamic Denoising of Tracking Sequences. - Oleg V. Michailovich; Allen R. Tannenbaum (IEEE Trans. Image Process., 2008)

Segmentation of Tracking Sequences Using Dynamically Updated Adaptive Learning. - Oleg V. Michailovich; Allen R. Tannenbaum (IEEE Trans. Image Process., 2008)

Derivative compressive sampling with application to phase unwrapping. - Mahdi S. Hosseini; Oleg V. Michailovich (EUSIPCO, 2009)

Information tracking approach to segmentation of ultrasound imagery of prostate - Robert Sheng Xu; Oleg V. Michailovich; Magdy M. A. Salama (CoRR, 2009)

Directional functions for orientation distribution estimation. - Yogesh Rathi; Oleg V. Michailovich; Martha Elizabeth Shenton; Sylvain Bouix (Medical Image Anal., 2009)

Spatially regularized q-ball imaging using spherical ridgelets. - Oleg V. Michailovich; Yogesh Rathi (ISBI, 2010)

Deconvolution of poissonian images via iterative shrinkage. - Elad Shaked; Oleg V. Michailovich (ISBI, 2010)

Fast and Accurate Reconstruction of HARDI Data Using Compressed Sensing. - Oleg V. Michailovich; Yogesh Rathi (MICCAI (1), 2010)

Biomarkers for Identifying First-Episode Schizophrenia Patients Using Diffusion Weighted Imaging. - Yogesh Rathi; James G. Malcolm; Oleg V. Michailovich; Jill M. Goldstein; Larry J. Seidman; Robert W. McCarley; Carl-Fredrik Westin; Martha Elizabeth Shenton (MICCAI (1), 2010)

A probabilistic framework for ultrasound image decomposition. - Igor V. Solovey; Oleg V. Michailovich; Robert Sheng Xu (Image-Guided Procedures, 2010)

A probability tracking approach to segmentation of ultrasound prostate images using weak shape priors. - Robert Sheng Xu; Oleg V. Michailovich; Igor Solovey; Magdy M. A. Salama (Image Processing, 2010)

Regularized Richardson-Lucy Algorithm for Sparse Reconstruction of Poissonian Images - Elad Shaked; Oleg V. Michailovich (CoRR, 2010)

Image Segmentation Using Weak Shape Priors - Robert Sheng Xu; Oleg V. Michailovich; Magdy M. A. Salama (CoRR, 2010)

Spatially regularized compressed sensing of diffusion MRI data - Oleg V. Michailovich; Yogesh Rathi; Sudipto Dolui (CoRR, 2010)

A filtered approach to neural tractography using the Watson directional function. - James G. Malcolm; Oleg V. Michailovich; Sylvain Bouix; Carl-Fredrik Westin; Martha Elizabeth Shenton; Yogesh Rathi (Medical Image Anal., 2010)

On Approximation of Orientation Distributions by Means of Spherical Ridgelets. - Oleg V. Michailovich; Yogesh Rathi (IEEE Trans. Image Process., 2010)

Hybrid blind deconvolution of images using variable splitting and proximal point methods. - Sudipto Dolui; Oleg V. Michailovich (ICIP, 2011)

Blind deconvolution of medical ultrasound images using variable splitting and proximal point methods. - Sudipto Dolui; Oleg V. Michailovich (ISBI, 2011)

Compressed sensing of diffusion MRI data using spatial regularization and positivity constraints. - Sudipto Dolui; Oleg V. Michailovich; Yogesh Rathi (ISBI, 2011)

Regularized Richardson-Lucy algorithm for reconstruction of Poissonian medical images. - Elad Shaked; Sudipto Dolui; Oleg V. Michailovich (ISBI, 2011)

Sparse Multi-Shell Diffusion Imaging. - Yogesh Rathi; Oleg V. Michailovich; Kawin Setsompop; Sylvain Bouix; Martha Elizabeth Shenton; Carl-Fredrik Westin (MICCAI (2), 2011)

An Iterative Shrinkage Approach to Total-Variation Image Restoration. - Oleg V. Michailovich (IEEE Trans. Image Process., 2011)

Iterative Shrinkage Approach to Restoration of Optical Imagery. - Elad Shaked; Oleg V. Michailovich (IEEE Trans. Image Process., 2011)

Spatially Regularized Compressed Sensing for High Angular Resolution Diffusion Imaging. - Oleg V. Michailovich; Yogesh Rathi; Sudipto Dolui (IEEE Trans. Medical Imaging, 2011)

Function-Valued Mappings, Total Variation and Compressed Sensing for diffusion MRI. - Oleg V. Michailovich; Davide La Torre; Edward R. Vrscay (ICIAR (2), 2012)

Gradient-based surface reconstruction using compressed sensing. - Mohammad Rostami; Oleg V. Michailovich; Zhou Wang 001 (ICIP, 2012)

Rician compressed sensing for fast and stable signal reconstruction in diffusion MRI. - Sudipto Dolui; Alan Kuurstra; Oleg V. Michailovich (Image Processing, 2012)

HARDI denoising using nonlocal means on S2. - Alan Kuurstra; Sudipto Dolui; Oleg V. Michailovich (Image Processing, 2012)

Reconstruction of HARDI using compressed sensing and its application to contrast HARDI. - Sudipto Dolui; Iván C. Salgado Patarroyo; Oleg V. Michailovich; Yogesh Rathi (MMBIA, 2012)

Image Deblurring Using Derivative Compressed Sensing for Optical Imaging Application. - Mohammad Rostami; Oleg V. Michailovich; Zhou Wang 001 (IEEE Trans. Image Process., 2012)

Reconstruction of HARDI Data Using a Split Bregman Optimization Approach. - Iván C. Salgado Patarroyo; Sudipto Dolui; Oleg V. Michailovich; Edward R. Vrscay (ICIAR, 2013)

Diffusion Propagator Estimation from Sparse Measurements in a Tractography Framework. - Yogesh Rathi; Borjan A. Gagoski; Kawin Setsompop; Oleg V. Michailovich; Patricia Ellen Grant; Carl-Fredrik Westin (MICCAI (3), 2013)

Diffusion Propagator Estimation Using Radial Basis Functions. - Yogesh Rathi; Marc Niethammer; Frederik B. Laun; Kawin Setsompop; Oleg V. Michailovich; Patricia Ellen Grant; Carl-Fredrik Westin (CDMRI/MMBC@MICCAI, 2013)

A new similarity measure for non-local means filtering of MRI images. - Sudipto Dolui; Alan Kuurstra; Iván C. Salgado Patarroyo; Oleg V. Michailovich (J. Vis. Commun. Image Represent., 2013)

Image co-registration by minimizing cumulative distortion. - Eric B. Lum; Oleg V. Michailovich (CCECE, 2014)

An Examination of Several Methods of Hyperspectral Image Denoising: Over Channels, Spectral Functions and Both Domains. - Daniel Otero; Oleg V. Michailovich; Edward R. Vrscay (ICIAR (1), 2014)

Generalized non-local means filtering for image denoising. - Sudipto Dolui; Iván C. Salgado Patarroyo; Oleg V. Michailovich (Image Processing: Algorithms and Systems, 2014)

A generalized compressed sensing approach to high angular resolution diffusion imaging. - Oleg V. Michailovich; Yogesh Rathi (ISBI, 2014)

Maximum Entropy Estimation of Glutamate and Glutamine in MR Spectroscopic Imaging. - Yogesh Rathi; Lipeng Ning; Oleg V. Michailovich; HuiJun Liao; Borjan A. Gagoski; Patricia Ellen Grant; Martha Elizabeth Shenton; Robert Stern; Carl-Fredrik Westin; Alexander P. Lin (MICCAI (2), 2014)

A dual spherical model for multi-shell diffusion imaging. - Yogesh Rathi; Oleg V. Michailovich; Kawin Setsompop; Carl-Fredrik Westin (Image Processing, 2014)

Resolving complex fibre architecture by means of sparse spherical deconvolution in the presence of isotropic diffusion. - Quan Zhou; Oleg V. Michailovich; Yogesh Rathi (Image Processing, 2014)

Spatially regularized reconstruction of fibre orientation distributions in the presence of isotropic diffusion. - Quan Zhou; Oleg V. Michailovich; Yogesh Rathi (CoRR, 2014)

Multi-shell diffusion signal recovery from sparse measurements. - Yogesh Rathi; Oleg V. Michailovich; Frederik B. Laun; Kawin Setsompop; Patricia Ellen Grant; Carl-Fredrik Westin (Medical Image Anal., 2014)

A Compressed-Sensing Approach for Super-Resolution Reconstruction of Diffusion MRI. - Lipeng Ning; Kawin Setsompop; Oleg V. Michailovich; Nikos Makris; Carl-Fredrik Westin; Yogesh Rathi (IPMI, 2015)

Surface Reconstruction in Gradient-Field Domain Using Compressed Sensing. - Mohammad Rostami; Oleg V. Michailovich; Zhou Wang 001 (IEEE Trans. Image Process., 2015)

Total Variation Minimization for Measure-Valued Images with Diffusion Spectrum Imaging as Motivation. - Davide La Torre; Franklin Mendivil; Oleg V. Michailovich; Edward R. Vrscay (ICIAR, 2016)

Image stitching by means of adaptive normalization. - Oleg V. Michailovich (Image Processing: Algorithms and Systems, 2016)

Robust extensions to guided image filtering. - Oleg V. Michailovich (Image Processing: Algorithms and Systems, 2016)

Inter-site and inter-scanner diffusion MRI data harmonization. - Hengameh Mirzaalian; Lipeng Ning; Peter Savadjiev; Ofer Pasternak; Sylvain Bouix; Oleg V. Michailovich; Gerald Grant; Christine E. Marx; Rajendra A. Morey; Laura A. Flashman; Marie St. George; Thomas W. McAllister; et al. (NeuroImage, 2016)

A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging. - Lipeng Ning; Kawin Setsompop; Oleg V. Michailovich; Nikos Makris; Martha Elizabeth Shenton; Carl-Fredrik Westin; Yogesh Rathi (NeuroImage, 2016)

Corrigendum to "A joint compressed-sensing and super-resolution approach for very high-resolution diffusion imaging". - Lipeng Ning; Kawin Setsompop; Oleg V. Michailovich; Nikos Makris; Martha Elizabeth Shenton; Carl-Fredrik Westin; Yogesh Rathi (NeuroImage, 2016)

Application of probabilistically weighted graphs to image-based diagnosis of Alzheimer's disease using diffusion MRI. - Syeda Maryam; Laura McCrackin; Mark Crowley 001; Yogesh Rathi; Oleg V. Michailovich (Computer-Aided Diagnosis, 2017)

Towards CT-quality Ultrasound Imaging using Deep Learning. - Sanketh Vedula; Ortal Senouf; Alexander M. Bronstein; Oleg V. Michailovich; Michael Zibulevsky (CoRR, 2017)

On the theory of function-valued mappings and its application to the processing of hyperspectral images. - Daniel Otero; Davide La Torre; Oleg V. Michailovich; Edward R. Vrscay (Signal Process., 2017)

Alternate Direction Method of Multipliers for Unconstrained Structural Similarity-Based Optimization. - Daniel Otero; Davide La Torre; Oleg V. Michailovich; Edward R. Vrscay (ICIAR, 2018)

High Frame-Rate Cardiac Ultrasound Imaging with Deep Learning. - Ortal Senouf; Sanketh Vedula; Grigoriy Zurakhov; Alexander M. Bronstein; Michael Zibulevsky; Oleg V. Michailovich; Dan Adam; David Blondheim (MICCAI (1), 2018)

High Quality Ultrasonic Multi-line Transmission Through Deep Learning. - Sanketh Vedula; Ortal Senouf; Grigoriy Zurakhov; Alexander M. Bronstein; Michael Zibulevsky; Oleg V. Michailovich; Dan Adam; Diana Gaitini (MLMIR@MICCAI, 2018)

Fitting Smooth Manifolds to Point Clouds in a Level Set Formulation. - Hossein Soleimani; George Poothicottu Jacob; Oleg V. Michailovich (ICIAR (1), 2019)

Segmentation of Breast MRI Scans in the Presence of Bias Fields. - Hossein Soleimani; Jose Rincon; Oleg V. Michailovich (ICIAR (1), 2019)

Iterative Reconstruction of Medical Ultrasound Images Using Spectrally Constrained Phase Updates. - Oleg V. Michailovich; Adrian Basarab; Denis Kouame (ISBI, 2019)

Self-supervised Learning of Inverse Problem Solvers in Medical Imaging. - Ortal Senouf; Sanketh Vedula; Tomer Weiss 002; Alexander M. Bronstein; Oleg V. Michailovich; Michael Zibulevsky (DART/MIL3ID@MICCAI, 2019)

Learning beamforming in ultrasound imaging. - Sanketh Vedula; Ortal Senouf; Grigoriy Zurakhov; Alexander M. Bronstein; Oleg V. Michailovich; Michael Zibulevsky (MIDL, 2019)

Learning Fast Magnetic Resonance Imaging. - Tomer Weiss 002; Sanketh Vedula; Ortal Senouf; Alexander M. Bronstein; Oleg V. Michailovich; Michael Zibulevsky (CoRR, 2019)

PILOT: Physics-Informed Learned Optimal Trajectories for Accelerated MRI. - Tomer Weiss 002; Ortal Senouf; Sanketh Vedula; Oleg V. Michailovich; Michael Zibulevsky; Alexander M. Bronstein (CoRR, 2019)

Joint Learning of Cartesian under Sampling Andre Construction for Accelerated MRI. - Tomer Weiss 002; Sanketh Vedula; Ortal Senouf; Oleg V. Michailovich; Michael Zibulevsky; Alexander M. Bronstein (ICASSP, 2020)

Blind Deconvolution of Fundamental and Harmonic Ultrasound Images. - Mohamad Hourani; Adrian Basarab; Oleg V. Michailovich; Giulia Matrone; Alessandro Ramalli; Denis Kouamé; Jean-Yves Tourneret (ISBI, 2020)

2D X-Ray Mammogram and 3D Breast MRI Registration. - Hossein Soleimani; Oleg V. Michailovich (MICCAI (6), 2020)

Automatic Breast Tissue Segmentation in MRI Scans. - Hossein Soleimani; Oleg V. Michailovich (SMC, 2020)

On Segmentation of Pectoral Muscle in Digital Mammograms by Means of Deep Learning. - Hossein Soleimani; Oleg V. Michailovich (IEEE Access, 2020)

Optimization of Structural Similarity in Mathematical Imaging. - Daniel Otero; Davide La Torre; Oleg V. Michailovich; Edward R. Vrscay (CoRR, 2020)

On segmentation of pectoralis muscle in digital mammograms by means of deep learning. - Hossein Soleimani; Oleg V. Michailovich (CoRR, 2020)

Towards learned optimal q-space sampling in diffusion MRI. - Tomer Weiss 002; Sanketh Vedula; Ortal Senouf; Oleg V. Michailovich; Alex M. Bronstein (CoRR, 2020)

Towards a quantitative assessment of neurodegeneration in Alzheimer's disease. - Oleg V. Michailovich; Rinat Mukhometzianov (CoRR, 2020)