Snehashis Roy

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 29

Top Topics

Magnetic Resonance

Multiple Sclerosis

Lesion Segmentation

Top Venues

Medical Imaging: Image Processing

Medical Image Anal.

Publications

Dzung L. Pham, Yi-Yu Chou, Blake E. Dewey, Daniel S. Reich, John A. Butman, Snehashis Roy
Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis. CoRR (2021)
Syed M. S. Reza, John A. Butman, Deric M. Park, Dzung L. Pham, Snehashis Roy
AdaBoosted Deep Ensembles: Getting Maximum Performance Out of Small Training Datasets. MLMI@MICCAI (2020)
Samuel Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection. Medical Imaging: Image Processing (2020)
Dzung L. Pham, Yi-Yu Chou, Blake E. Dewey, Daniel S. Reich, John A. Butman, Snehashis Roy
Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis. SASHIMI@MICCAI (2020)
Samuel Remedios, Snehashis Roy, Justin A. Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury. Medical Imaging: Image Processing (2019)
Syed M. S. Reza, Snehashis Roy, Deric M. Park, Dzung L. Pham, John A. Butman
Cascaded convolutional neural networks for spine chordoma tumor segmentation from MRI. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2019)
Samuel Remedios, Snehashis Roy, Justin A. Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury. CoRR (2019)
Samuel W. Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection. CoRR (2019)
Snehashis Roy, John A. Butman, Daniel S. Reich, Peter A. Calabresi, Dzung L. Pham
Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks. CoRR (2018)
Snehashis Roy, Andrew K. Knutsen, Alexandru Korotcov, Asamoah Bosomtwi, Bernard Dardzinski, John A. Butman, Dzung L. Pham
A deep learning framework for brain extraction in humans and animals with traumatic brain injury. ISBI (2018)
Snehashis Roy, John A. Butman, Dzung L. Pham
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks. CoRR (2018)
Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy
Classifying magnetic resonance image modalities with convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2018)
Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy
Classifying magnetic resonance image modalities with convolutional neural networks. CoRR (2018)
Dzung L. Pham, Snehashis Roy
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification. CoRR (2018)
Jeffrey Glaister, Muhan Shao, Xiang Li, Aaron Carass, Snehashis Roy, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen
Deformable model reconstruction of the subarachnoid space. Medical Imaging: Image Processing (2018)
Snehashis Roy, John A. Butman, Leighton Chan, Dzung L. Pham
TBI Contusion Segmentation from MRI using Convolutional Neural Networks. CoRR (2018)
Dzung L. Pham, Snehashis Roy
Alternating segmentation and simulation for contrast adaptive tissue classification. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Snehashis Roy, John A. Butman, Leighton Chan, Dzung L. Pham
TBI contusion segmentation from MRI using convolutional neural networks. ISBI (2018)
Yi-Yu Chou, Snehashis Roy, Catie Chang, John A. Butman, Dzung L. Pham
Deep learning of resting state networks from independent component analysis. ISBI (2018)
Greg M. Fleishman, Alessandra Valcarcel, Dzung L. Pham, Snehashis Roy, Peter A. Calabresi, Paul A. Yushkevich, Russell T. Shinohara, Ipek Oguz
Joint Intensity Fusion Image Synthesis Applied to Multiple Sclerosis Lesion Segmentation. BrainLes@MICCAI (2017)
Min Chen, Aaron Carass, Amod Jog, Junghoon Lee, Snehashis Roy, Jerry L. Prince
Cross contrast multi-channel image registration using image synthesis for MR brain images. Medical Image Anal. 36 (2017)
Amod Jog, Aaron Carass, Snehashis Roy, Dzung L. Pham, Jerry L. Prince
Random forest regression for magnetic resonance image synthesis. Medical Image Anal. 35 (2017)
Snehashis Roy, John A. Butman, Dzung L. Pham
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks. SASHIMI@MICCAI (2017)
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
Longitudinal multiple sclerosis lesion segmentation: Resource and challenge. NeuroImage 148 (2017)
Aaron Carass, Muhan Shao, Xiang Li, Blake Dewey, Ari Blitz, Snehashis Roy, Dzung L. Pham, Jerry L. Prince, Lotta Maria Ellingsen
Whole Brain Parcellation with Pathology: Validation on Ventriculomegaly Patients. Patch-MI@MICCAI (2017)
Ipek Oguz, Aaron Carass, Dzung L. Pham, Snehashis Roy, Nagesh Subbana, Peter A. Calabresi, Paul A. Yushkevich, Russell T. Shinohara, Jerry L. Prince
Dice Overlap Measures for Objects of Unknown Number: Application to Lesion Segmentation. BrainLes@MICCAI (2017)
Snehashis Roy, John A. Butman, Dzung L. Pham
Robust skull stripping using multiple MR image contrasts insensitive to pathology. NeuroImage 146 (2017)
Snehashis Roy, Yi-Yu Chou, Amod Jog, John A. Butman, Dzung L. Pham
Patch Based Synthesis of Whole Head MR Images: Application To EPI Distortion Correction. SASHIMI@MICCAI (2016)
Lotta Maria Ellingsen, Snehashis Roy, Aaron Carass, Ari Blitz, Dzung L. Pham, Jerry L. Prince
Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling. Medical Imaging: Image Processing (2016)
Snehashis Roy, Qing He, Elizabeth M. Sweeney, Aaron Carass, Daniel S. Reich, Jerry L. Prince, Dzung L. Pham
Subject-Specific Sparse Dictionary Learning for Atlas-Based Brain MRI Segmentation. IEEE J. Biomed. Health Informatics 19 (5) (2015)
Snehashis Roy, Amod Jog, Elizabeth M. Sweeney, John A. Butman, Dzung L. Pham
Cerebral microbleed segmentation from susceptibility weighted images. Medical Imaging: Image Processing (2015)
Snehashis Roy, Aaron Carass, Jerry L. Prince, Dzung L. Pham
Longitudinal Patch-Based Segmentation of Multiple Sclerosis White Matter Lesions. MLMI (2015)
Amod Jog, Aaron Carass, Snehashis Roy, Dzung L. Pham, Jerry L. Prince
MR image synthesis by contrast learning on neighborhood ensembles. Medical Image Anal. 24 (1) (2015)
Snehashis Roy, Sean Wilkes, Ramon Diaz-Arrastia, John A. Butman, Dzung L. Pham
Intraparenchymal hemorrhage segmentation from clinical head CT of patients with traumatic brain injury. Medical Imaging: Image Processing (2015)
Snehashis Roy, Aaron Carass, Amod Jog, Jerry L. Prince, Junghoon Lee
MR to CT registration of brains using image synthesis. Medical Imaging: Image Processing (2014)
Snehashis Roy, Qing He, Aaron Carass, Amod Jog, Jennifer L. Cuzzocreo, Daniel S. Reich, Jerry L. Prince, Dzung L. Pham
Example based lesion segmentation. Medical Imaging: Image Processing (2014)
Snehashis Roy, Aaron Carass, Jerry L. Prince, Dzung L. Pham
Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation. MLMI (2014)
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
System for Integrated Neuroimaging Analysis and Processing of Structure. Neuroinformatics 11 (1) (2013)
Amod Jog, Snehashis Roy, Aaron Carass, Jerry L. Prince
Magnetic resonance image synthesis through patch regression. ISBI (2013)
Amod Jog, Snehashis Roy, Aaron Carass, Jerry L. Prince
Pulse sequence based multi-acquisition MR intensity normalization. Medical Imaging: Image Processing (2013)
Snehashis Roy, Amod Jog, Aaron Carass, Jerry L. Prince
Atlas Based Intensity Transformation of Brain MR Images. MBIA (2013)
Snehashis Roy, Aaron Carass, Jerry L. Prince
Magnetic Resonance Image Example-Based Contrast Synthesis. IEEE Trans. Medical Imaging 32 (12) (2013)
Murat Bilgel, Snehashis Roy, Aaron Carass, Paul A. Nyquist, Jerry L. Prince
Automated anatomical labeling of the cerebral arteries using belief propagation. Medical Imaging: Image Processing (2013)
Snehashis Roy, Aaron Carass, Jerry L. Prince
Patch based intensity normalization of brain MR images. ISBI (2013)
Snehashis Roy, Aaron Carass, Navid Shiee, Dzung L. Pham, Peter A. Calabresi, Daniel S. Reich, Jerry L. Prince
Longitudinal intensity normalization in the presence of multiple sclerosis lesions. ISBI (2013)
Snehashis Roy, Aaron Carass, Jerry L. Prince
Longitudinal intensity normalization of magnetic resonance images using patches. Medical Imaging: Image Processing (2013)
Jonghye Woo, Ying Bai, Snehashis Roy, Emi Z. Murano, Maureen L. Stone, Jerry L. Prince
Super-resolution reconstruction for tongue MR images. Medical Imaging: Image Processing (2012)
Snehashis Roy, Aaron Carass, Pierre-Louis Bazin, Susan M. Resnick, Jerry L. Prince
Consistent segmentation using a Rician classifier. Medical Image Anal. 16 (2) (2012)
Snehashis Roy, Aaron Carass, Jerry L. Prince
A Compressed Sensing Approach for MR Tissue Contrast Synthesis. IPMI (2011)
Snehashis Roy, Aaron Carass, Jerry L. Prince
Compressed sensing based intensity non-uniformity correction. ISBI (2011)
Snehashis Roy, Aaron Carass, Pierre-Louis Bazin, Jerry L. Prince
Intensity inhomogeneity correction of magnetic resonance images using patches. Medical Imaging: Image Processing (2011)
Snehashis Roy, Aaron Carass, Navid Shiee, Dzung L. Pham, Jerry L. Prince
MR contrast synthesis for lesion segmentation. ISBI (2010)
Snehashis Roy, Aaron Carass, Jerry L. Prince
Synthesizing MR contrast and resolution through a patch matching technique. Medical Imaging: Image Processing (2010)
Snehashis Roy, Aaron Carass, Pierre-Louis Bazin, Jerry L. Prince
A Rician Mixture Model Classification Algorithm for Magnetic Resonance Images. ISBI (2009)
Snehashis Roy, Harsh K. Agarwal, Aaron Carass, Ying Bai, Dzung L. Pham, Jerry L. Prince
Fuzzy c-means with variable compactness. ISBI (2008)
Snehashis Roy, Somnath Sengupta
An Improved Video Encoderwith In-the-Loop De-Noising Filter for Impulse Noise Reduction. ICIP (2006)
Snehashis Roy, Sukumar Jairam, H. Udayakumar
A Methodology for Switching Activity Based IO Powerpad Optimisation. VLSI Design (2006)