Snehashis Roy

57 papers B 15Misc 1Journal 17Unranked 24
YearRankTypeTitle / Venue / Authors
2021 J jnl
Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis.
CoRR
Dzung L. Pham, Yi-Yu Chou, Blake E. Dewey, Daniel S. Reich, John A. Butman, Snehashis Roy
2020 — conf
AdaBoosted Deep Ensembles: Getting Maximum Performance Out of Small Training Datasets.
MLMI@MICCAI
Syed M. S. Reza, John A. Butman, Deric M. Park, Dzung L. Pham, Snehashis Roy
2020 — conf
Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis.
SASHIMI@MICCAI
Dzung L. Pham, Yi-Yu Chou, Blake E. Dewey, Daniel S. Reich, John A. Butman, Snehashis Roy
2020 B conf
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection.
Image Processing
Samuel Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
2019 — conf
Cascaded convolutional neural networks for spine chordoma tumor segmentation from MRI.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Syed M. S. Reza, Snehashis Roy, Deric M. Park, Dzung L. Pham, John A. Butman
2019 B conf
Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury.
Image Processing
Samuel Remedios, Snehashis Roy, Justin A. Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
2019 J jnl
Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury.
CoRR
Samuel Remedios, Snehashis Roy, Justin A. Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
2019 J jnl
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection.
CoRR
Samuel W. Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
2018 — conf
A deep learning framework for brain extraction in humans and animals with traumatic brain injury.
ISBI
Snehashis Roy, Andrew K. Knutsen, Alexandru Korotcov, Asamoah Bosomtwi, Bernard Dardzinski, John A. Butman, Dzung L. Pham
2018 J jnl
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification.
CoRR
Dzung L. Pham, Snehashis Roy
2018 — conf
Alternating segmentation and simulation for contrast adaptive tissue classification.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Dzung L. Pham, Snehashis Roy
2018 — conf
Classifying magnetic resonance image modalities with convolutional neural networks.
Computer-Aided Diagnosis
Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy
2018 J jnl
Classifying magnetic resonance image modalities with convolutional neural networks.
CoRR
Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy
2018 — conf
Deep learning of resting state networks from independent component analysis.
ISBI
Yi-Yu Chou, Snehashis Roy, Catie Chang, John A. Butman, Dzung L. Pham
2018 B conf
Deformable model reconstruction of the subarachnoid space.
Image Processing
Jeffrey Glaister, Muhan Shao, Xiang Li, Aaron Carass, Snehashis Roy, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
2018 J jnl
Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks.
CoRR
Snehashis Roy, John A. Butman, Daniel S. Reich, Peter A. Calabresi, Dzung L. Pham
2018 J jnl
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks.
CoRR
Snehashis Roy, John A. Butman, Dzung L. Pham
2018 J jnl
TBI Contusion Segmentation from MRI using Convolutional Neural Networks.
CoRR
Snehashis Roy, John A. Butman, Leighton Chan, Dzung L. Pham
2018 — conf
TBI contusion segmentation from MRI using convolutional neural networks.
ISBI
Snehashis Roy, John A. Butman, Leighton Chan, Dzung L. Pham
2017 J jnl
Cross contrast multi-channel image registration using image synthesis for MR brain images.
Medical Image Anal.
Min Chen, Aaron Carass, Amod Jog, Junghoon Lee, Snehashis Roy, Jerry L. Prince
2017 — conf
Dice Overlap Measures for Objects of Unknown Number: Application to Lesion Segmentation.
BrainLes@MICCAI
Ipek Oguz, Aaron Carass, Dzung L. Pham, Snehashis Roy, Nagesh Subbana, Peter A. Calabresi, Paul A. Yushkevich, Russell T. Shinohara, Jerry L. Prince
2017 — conf
Joint Intensity Fusion Image Synthesis Applied to Multiple Sclerosis Lesion Segmentation.
BrainLes@MICCAI
Greg M. Fleishman, Alessandra Valcarcel, Dzung L. Pham, Snehashis Roy, Peter A. Calabresi, Paul A. Yushkevich, Russell T. Shinohara, Ipek Oguz
2017 J jnl
Longitudinal multiple sclerosis lesion segmentation: Resource and challenge.
NeuroImage
Aaron Carass, Snehashis Roy, Amod Jog, Jennifer L. Cuzzocreo, Elizabeth M. Sweeney, Adrian Gherman, Julia Button, James Nguyen, Ferran Prados, Carole H. Sudre, Manuel Jorge Cardoso, Niamh Cawley, Olga Ciccarelli, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin, Laurence Catanese, Hrishikesh Deshpande, Pierre Maurel, Olivier Commowick, Christian Barillot, Xavier Tomas-Fernandez
2017 J jnl
Random forest regression for magnetic resonance image synthesis.
Medical Image Anal.
Amod Jog, Aaron Carass, Snehashis Roy, Dzung L. Pham, Jerry L. Prince
2017 J jnl
Robust skull stripping using multiple MR image contrasts insensitive to pathology.
NeuroImage
Snehashis Roy, John A. Butman, Dzung L. Pham
2017 — conf
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks.
SASHIMI@MICCAI
Snehashis Roy, John A. Butman, Dzung L. Pham
2017 — conf
Whole Brain Parcellation with Pathology: Validation on Ventriculomegaly Patients.
Patch-MI@MICCAI
Aaron Carass, Muhan Shao, Xiang Li, Blake Dewey, Ari Blitz, Snehashis Roy, Dzung L. Pham, Jerry L. Prince, Lotta Maria Ellingsen
2016 — conf
Patch Based Synthesis of Whole Head MR Images: Application To EPI Distortion Correction.
SASHIMI@MICCAI
Snehashis Roy, Yi-Yu Chou, Amod Jog, John A. Butman, Dzung L. Pham
2016 B conf
Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling.
Image Processing
Lotta Maria Ellingsen, Snehashis Roy, Aaron Carass, Ari Blitz, Dzung L. Pham, Jerry L. Prince
2015 B conf
Cerebral microbleed segmentation from susceptibility weighted images.
Image Processing
Snehashis Roy, Amod Jog, Elizabeth M. Sweeney, John A. Butman, Dzung L. Pham
2015 B conf
Intraparenchymal hemorrhage segmentation from clinical head CT of patients with traumatic brain injury.
Image Processing
Snehashis Roy, Sean Wilkes, Ramon Diaz-Arrastia, John A. Butman, Dzung L. Pham
2015 — conf
Longitudinal Patch-Based Segmentation of Multiple Sclerosis White Matter Lesions.
MLMI
Snehashis Roy, Aaron Carass, Jerry L. Prince, Dzung L. Pham
2015 J jnl
MR image synthesis by contrast learning on neighborhood ensembles.
Medical Image Anal.
Amod Jog, Aaron Carass, Snehashis Roy, Dzung L. Pham, Jerry L. Prince
2015 J jnl
Subject-Specific Sparse Dictionary Learning for Atlas-Based Brain MRI Segmentation.
IEEE J. Biomed. Health Informatics
Snehashis Roy, Qing He, Elizabeth M. Sweeney, Aaron Carass, Daniel S. Reich, Jerry L. Prince, Dzung L. Pham
2014 B conf
Example based lesion segmentation.
Image Processing
Snehashis Roy, Qing He, Aaron Carass, Amod Jog, Jennifer L. Cuzzocreo, Daniel S. Reich, Jerry L. Prince, Dzung L. Pham
2014 B conf
MR to CT registration of brains using image synthesis.
Image Processing
Snehashis Roy, Aaron Carass, Amod Jog, Jerry L. Prince, Junghoon Lee
2014 — conf
Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation.
MLMI
Snehashis Roy, Aaron Carass, Jerry L. Prince, Dzung L. Pham
2013 — conf
Atlas Based Intensity Transformation of Brain MR Images.
MBIA
Snehashis Roy, Amod Jog, Aaron Carass, Jerry L. Prince
2013 B conf
Automated anatomical labeling of the cerebral arteries using belief propagation.
Image Processing
Murat Bilgel, Snehashis Roy, Aaron Carass, Paul A. Nyquist, Jerry L. Prince
2013 — conf
Longitudinal intensity normalization in the presence of multiple sclerosis lesions.
ISBI
Snehashis Roy, Aaron Carass, Navid Shiee, Dzung L. Pham, Peter A. Calabresi, Daniel S. Reich, Jerry L. Prince
2013 B conf
Longitudinal intensity normalization of magnetic resonance images using patches.
Image Processing
Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 J jnl
Magnetic Resonance Image Example-Based Contrast Synthesis.
IEEE Trans. Medical Imaging
Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 — conf
Magnetic resonance image synthesis through patch regression.
ISBI
Amod Jog, Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 — conf
Patch based intensity normalization of brain MR images.
ISBI
Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 B conf
Pulse sequence based multi-acquisition MR intensity normalization.
Image Processing
Amod Jog, Snehashis Roy, Aaron Carass, Jerry L. Prince
2013 J jnl
System for Integrated Neuroimaging Analysis and Processing of Structure.
Neuroinformatics
Bennett A. Landman, John A. Bogovic, Aaron Carass, Min Chen, Snehashis Roy, Navid Shiee, Zhen Yang, Bhaskar Kishore, Dzung L. Pham, Pierre-Louis Bazin, Susan M. Resnick, Jerry L. Prince
2012 J jnl
Consistent segmentation using a Rician classifier.
Medical Image Anal.
Snehashis Roy, Aaron Carass, Pierre-Louis Bazin, Susan M. Resnick, Jerry L. Prince
2012 B conf
Super-resolution reconstruction for tongue MR images.
Image Processing
Jonghye Woo, Ying Bai, Snehashis Roy, Emi Z. Murano, Maureen L. Stone, Jerry L. Prince
2011 — conf
A Compressed Sensing Approach for MR Tissue Contrast Synthesis.
IPMI
Snehashis Roy, Aaron Carass, Jerry L. Prince
2011 — conf
Compressed sensing based intensity non-uniformity correction.
ISBI
Snehashis Roy, Aaron Carass, Jerry L. Prince
2011 B conf
Intensity inhomogeneity correction of magnetic resonance images using patches.
Image Processing
Snehashis Roy, Aaron Carass, Pierre-Louis Bazin, Jerry L. Prince
2010 — conf
MR contrast synthesis for lesion segmentation.
ISBI
Snehashis Roy, Aaron Carass, Navid Shiee, Dzung L. Pham, Jerry L. Prince
2010 B conf
Synthesizing MR contrast and resolution through a patch matching technique.
Image Processing
Snehashis Roy, Aaron Carass, Jerry L. Prince
2009 — conf
A Rician Mixture Model Classification Algorithm for Magnetic Resonance Images.
ISBI
Snehashis Roy, Aaron Carass, Pierre-Louis Bazin, Jerry L. Prince
2008 — conf
Fuzzy c-means with variable compactness.
ISBI
Snehashis Roy, Harsh K. Agarwal, Aaron Carass, Ying Bai, Dzung L. Pham, Jerry L. Prince
2006 Misc conf
A Methodology for Switching Activity Based IO Powerpad Optimisation.
VLSI Design
Snehashis Roy, Sukumar Jairam, H. Udayakumar
2006 B conf
An Improved Video Encoderwith In-the-Loop De-Noising Filter for Impulse Noise Reduction.
ICIP
Snehashis Roy, Somnath Sengupta