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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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