Publications by authors named "Suyash Awate"

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Adversarial EM for variational deep learning: Application to semi-supervised image quality enhancement in low-dose PET and low-dose CT.
Vatsala Sharma, Suyash P Awate,

Med Image Anal· October 2024

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Tumor location and neurocognitive function-Unravelling the association and identifying relevant anatomical substrates in intra-axial brain tumors.
Kanchi Shah, Vinayak Bhartia, Chandrima Biswas, Arpita Sahu, Prakash M Shetty, Suyash P Awate

Neurooncol Adv· February 2024

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Mixed-dictionary models and variational inference in task fMRI for shorter scans and better image quality.
Prachi H Kulkarni, S N Merchant, Suyash P Awate

Med Image Anal· May 2022

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Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data.
Viswanath P Sudarshan, Uddeshya Upadhyay, Gary F Egan, Zhaolin Chen, Suyash P Awate

Med Image Anal· October 2021

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Incorporation of anatomical MRI knowledge for enhanced mapping of brain metabolism using functional PET.
Viswanath P Sudarshan, Shenpeng Li, Sharna D Jamadar, Gary F Egan, Suyash P Awate

Neuroimage· June 2021

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R-fMRI reconstruction from k-t undersampled data using a subject-invariant dictionary model and VB-EM with nested minorization.
Prachi H Kulkarni, S N Merchant, Suyash P Awate

Med Image Anal· October 2020

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Joint PET-MRI image reconstruction using a patch-based joint-dictionary prior.
Viswanath P Sudarshan, Gary F Egan, Zhaolin Chen, Suyash P Awate

Med Image Anal· May 2020

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Estimating uncertainty in MRF-based image segmentation: A perfect-MCMC approach.
Suyash P Awate, Saurabh Garg, Rohit Jena

Med Image Anal· July 2019

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Kernel Methods for Riemannian Analysis of Robust Descriptors of the Cerebral Cortex.
Suyash P Awate, Richard M Leahy, Anand A Joshi

Inf Process Med Imaging· June 2017

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Riemannian Statistical Analysis of Cortical Geometry with Robustness to Partial Homology and Misalignment.
Suyash P Awate, Richard M Leahy, Anand A Joshi

Med Image Comput Comput Assist Interv· October 2016

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Colocalization Estimation Using Graphical Modeling and Variational Bayesian Expectation Maximization: Towards a Parameter-Free Approach.
Suyash P Awate, Thyagarajan Radhakrishnan

Inf Process Med Imaging· September 2015

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Hierarchical bayesian modeling, estimation, and sampling for multigroup shape analysis.
Yen-Yun Yu, P Thomas Fletcher, Suyash P Awate

Med Image Comput Comput Assist Interv· November 2014

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A functional network estimation method of resting-state fMRI using a hierarchical Markov random field.
Wei Liu, Suyash P Awate, Jeffrey S Anderson, P Thomas Fletcher

Neuroimage· October 2014

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Multiatlas segmentation as nonparametric regression.
Suyash P Awate, Ross T Whitaker

IEEE Trans Med Imaging· September 2014

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Bayesian segmentation of atrium wall using globally-optimal graph cuts on 3D meshes.
Gopalkrishna Veni, Zhisong Fu, Suyash P Awate, Ross T Whitaker

Inf Process Med Imaging· May 2014

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PROPER ORDERED MESHING OF COMPLEX SHAPES AND OPTIMAL GRAPH CUTS APPLIED TO ATRIAL-WALL SEGMENTATION FROM DE-MRI.
Gopalkrishna Veni, Zhisong Fu, Suyash P Awate, Ross T Whitaker

Proc IEEE Int Symp Biomed Imaging· December 2013

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Modeling 4D Changes in Pathological Anatomy using Domain Adaptation: Analysis of TBI Imaging using a Tumor Database.
Bo Wang, Marcel Prastawa, Avishek Saha, Suyash P Awate, Andrei Irimia

Multimodal Brain Image Anal (2013)· January 2013

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Group analysis of resting-state fMRI by hierarchical Markov random fields.
Wei Liu, Suyash P Awate, P Thomas Fletcher

Med Image Comput Comput Assist Interv· January 2013

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Building Spatiotemporal Anatomical Models using Joint 4-D Segmentation, Registration, and Subject-Specific Atlas Estimation.
Marcel Prastawa, Suyash P Awate, Guido Gerig

Proc Workshop Math Methods Biomed Image Analysis· January 2012

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SEGMENTATION OF SERIAL MRI OF TBI PATIENTS USING PERSONALIZED ATLAS CONSTRUCTION AND TOPOLOGICAL CHANGE ESTIMATION.
Bo Wang, Marcel Prastawa, Suyash P Awate, Andrei Irimia, Micah C Chambers

Proc IEEE Int Symp Biomed Imaging· January 2012

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How Many Templates Does It Take for a Good Segmentation?: Error Analysis in Multiatlas Segmentation as a Function of Database Size.
Suyash P Awate, Peihong Zhu, Ross T Whitaker

Med Image Comput Comput Assist Interv· January 2012

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Fast shape-based nearest-neighbor search for brain MRIs using hierarchical feature matching.
Peihong Zhu, Suyash P Awate, Samuel Gerber, Ross Whitaker

Med Image Comput Comput Assist Interv· November 2011

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Point set registration using Havrda-Charvat-Tsallis entropy measures.
Nicholas J Tustison, Suyash P Awate, Gang Song, Tessa S Cook, James C Gee

IEEE Trans Med Imaging· February 2011

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Cerebral cortical folding analysis with multivariate modeling and testing: Studies on gender differences and neonatal development.
Suyash P Awate, Paul A Yushkevich, Zhuang Song, Daniel J Licht, James C Gee

Neuroimage· November 2010

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A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features.
Hui Zhang, Suyash P Awate, Sandhitsu R Das, John H Woo, Elias R Melhem

Med Image Anal· October 2010

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