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Snehashis Roy
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2020 – today
- 2021
- [i8]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 abs/2103.02767 (2021) - 2020
- [c40]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: 1-10 - [c39]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: 572-582 - [c38]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: 113130F
2010 – 2019
- 2019
- [c37]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: 1095325 - [c36]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: 109490A - [i7]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 abs/1903.04207 (2019) - [i6]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 abs/1911.05650 (2019) - 2018
- [c35]Snehashis Roy
, John A. Butman, Leighton Chan, Dzung L. Pham:
TBI contusion segmentation from MRI using convolutional neural networks. ISBI 2018: 158-162 - [c34]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: 687-691 - [c33]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: 747-751 - [c32]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: 1057804 - [c31]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: 105752I - [c30]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: 1057431 - [i5]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 abs/1803.09172 (2018) - [i4]Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy:
Classifying magnetic resonance image modalities with convolutional neural networks. CoRR abs/1804.05764 (2018) - [i3]Snehashis Roy, John A. Butman, Leighton Chan, Dzung L. Pham:
TBI Contusion Segmentation from MRI using Convolutional Neural Networks. CoRR abs/1807.10839 (2018) - [i2]Snehashis Roy, John A. Butman, Dzung L. Pham:
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks. CoRR abs/1807.10850 (2018) - [i1]Dzung L. Pham, Snehashis Roy:
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification. CoRR abs/1811.07087 (2018) - 2017
- [j9]Amod Jog, Aaron Carass
, Snehashis Roy
, Dzung L. Pham, Jerry L. Prince:
Random forest regression for magnetic resonance image synthesis. Medical Image Anal. 35: 475-488 (2017) - [j8]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: 2-14 (2017) - [j7]Snehashis Roy
, John A. Butman, Dzung L. Pham:
Robust skull stripping using multiple MR image contrasts insensitive to pathology. NeuroImage 146: 132-147 (2017) - [j6]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: 77-102 (2017) - [c29]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: 3-14 - [c28]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: 20-28 - [c27]Snehashis Roy
, John A. Butman, Dzung L. Pham:
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks. SASHIMI@MICCAI 2017: 24-32 - [c26]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: 43-54 - 2016
- [c25]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: 146-156 - [c24]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: 97840G - 2015
- [j5]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): 63-76 (2015) - [j4]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): 1598-1609 (2015) - [c23]Snehashis Roy
, Aaron Carass
, Jerry L. Prince, Dzung L. Pham:
Longitudinal Patch-Based Segmentation of Multiple Sclerosis White Matter Lesions. MLMI 2015: 194-202 - [c22]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: 94130I - [c21]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: 94131E - 2014
- [c20]Snehashis Roy
, Aaron Carass, Jerry L. Prince, Dzung L. Pham:
Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation. MLMI 2014: 248-255 - [c19]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: 90341Y - [c18]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: 903419 - 2013
- [j3]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): 91-103 (2013) - [j2]Snehashis Roy
, Aaron Carass
, Jerry L. Prince:
Magnetic Resonance Image Example-Based Contrast Synthesis. IEEE Trans. Medical Imaging 32(12): 2348-2363 (2013) - [c17]Snehashis Roy
, Aaron Carass
, Jerry L. Prince:
Patch based intensity normalization of brain MR images. ISBI 2013: 342-345 - [c16]Amod Jog, Snehashis Roy
, Aaron Carass
, Jerry L. Prince:
Magnetic resonance image synthesis through patch regression. ISBI 2013: 350-353 - [c15]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: 1384-1387 - [c14]Snehashis Roy
, Amod Jog, Aaron Carass
, Jerry L. Prince:
Atlas Based Intensity Transformation of Brain MR Images. MBIA 2013: 51-62 - [c13]Snehashis Roy
, Aaron Carass
, Jerry L. Prince:
Longitudinal intensity normalization of magnetic resonance images using patches. Medical Imaging: Image Processing 2013: 86691J - [c12]Amod Jog, Snehashis Roy
, Aaron Carass
, Jerry L. Prince:
Pulse sequence based multi-acquisition MR intensity normalization. Medical Imaging: Image Processing 2013: 86692H - [c11]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: 866918 - 2012
- [j1]Snehashis Roy
, Aaron Carass
, Pierre-Louis Bazin
, Susan M. Resnick, Jerry L. Prince
:
Consistent segmentation using a Rician classifier. Medical Image Anal. 16(2): 524-535 (2012) - [c10]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: 83140C - 2011
- [c9]Snehashis Roy
, Aaron Carass
, Jerry L. Prince:
A Compressed Sensing Approach for MR Tissue Contrast Synthesis. IPMI 2011: 371-383 - [c8]Snehashis Roy
, Aaron Carass
, Jerry L. Prince:
Compressed sensing based intensity non-uniformity correction. ISBI 2011: 101-104 - [c7]Snehashis Roy
, Aaron Carass
, Pierre-Louis Bazin
, Jerry L. Prince
:
Intensity inhomogeneity correction of magnetic resonance images using patches. Medical Imaging: Image Processing 2011: 79621F - 2010
- [c6]Snehashis Roy
, Aaron Carass
, Navid Shiee, Dzung L. Pham, Jerry L. Prince
:
MR contrast synthesis for lesion segmentation. ISBI 2010: 932-935 - [c5]Snehashis Roy
, Aaron Carass
, Jerry L. Prince
:
Synthesizing MR contrast and resolution through a patch matching technique. Medical Imaging: Image Processing 2010: 76230J
2000 – 2009
- 2009
- [c4]Snehashis Roy
, Aaron Carass
, Pierre-Louis Bazin
, Jerry L. Prince:
A Rician Mixture Model Classification Algorithm for Magnetic Resonance Images. ISBI 2009: 406-409 - 2008
- [c3]Snehashis Roy
, Harsh K. Agarwal, Aaron Carass
, Ying Bai, Dzung L. Pham, Jerry L. Prince:
Fuzzy c-means with variable compactness. ISBI 2008: 452-455 - 2006
- [c2]Snehashis Roy
, Somnath Sengupta:
An Improved Video Encoderwith In-the-Loop De-Noising Filter for Impulse Noise Reduction. ICIP 2006: 2605-2608 - [c1]Snehashis Roy
, Sukumar Jairam, H. Udayakumar:
A Methodology for Switching Activity Based IO Powerpad Optimisation. VLSI Design 2006: 794-797
Coauthor Index
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