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Medical Image Analysis|March 2, 2022
Mixed-dictionary models and variational inference in task fMRI for shorter scans and better image qualityPrachi H Kulkarni, S N Merchant, Suyash P AwateMedical Image Analysis|July 6, 2020
R-fMRI reconstruction from k-t undersampled data using a subject-invariant dictionary model and VB-EM with nested minorizationPrachi H Kulkarni, S N Merchant, Suyash P AwateMedical Image Analysis|August 9, 2024
Adversarial EM for variational deep learning: Application to semi-supervised image quality enhancement in low-dose PET and low-dose CTVatsala Sharma, Suyash P Awate, Information Processing in Medical Imaging : Proceedings of the ... Conference|July 30, 2015
Colocalization Estimation Using Graphical Modeling and Variational Bayesian Expectation Maximization: Towards a Parameter-Free ApproachSuyash P Awate, Thyagarajan RadhakrishnanIEEE Transactions on Pattern Analysis and Machine Intelligence|March 11, 2006
Unsupervised, information-theoretic, adaptive image filtering for image restorationSuyash P Awate, Ross T WhitakerInformation Processing in Medical Imaging : Proceedings of the ... Conference|July 19, 2007
A fuzzy, nonparametric segmentation framework for DTI and MRI analysisSuyash P Awate, James C GeeInformation Processing in Medical Imaging : Proceedings of the ... Conference|March 16, 2007
Nonparametric neighborhood statistics for MRI denoisingSuyash P Awate, Ross T WhitakerIEEE Transactions on Medical Imaging|May 8, 2014
Multiatlas segmentation as nonparametric regressionSuyash P Awate, Ross T WhitakerIEEE Transactions on Medical Imaging|September 28, 2007
Feature-preserving MRI denoising: a nonparametric empirical Bayes approachSuyash P Awate, Ross T WhitakerMedical Image Analysis|May 16, 2019
Estimating uncertainty in MRF-based image segmentation: A perfect-MCMC approachSuyash P Awate, Saurabh Garg, Rohit JenaPageof 10