Snehashis Roy

Orcid: 0000-0002-7997-3993

According to our database1, Snehashis Roy authored at least 50 papers between 2006 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

AdaBoosted Deep Ensembles: Getting Maximum Performance Out of Small Training Datasets.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020

2019
Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Cascaded convolutional neural networks for spine chordoma tumor segmentation from MRI.
Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019

2018
Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks.
CoRR, 2018

Deformable model reconstruction of the subarachnoid space.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Classifying magnetic resonance image modalities with convolutional neural networks.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Alternating segmentation and simulation for contrast adaptive tissue classification.
Proceedings of the Medical Imaging 2018: Biomedical Applications in Molecular, 2018

A deep learning framework for brain extraction in humans and animals with traumatic brain injury.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

TBI contusion segmentation from MRI using convolutional neural networks.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Deep learning of resting state networks from independent component analysis.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Robust skull stripping using multiple MR image contrasts insensitive to pathology.
NeuroImage, 2017

Longitudinal multiple sclerosis lesion segmentation: Resource and challenge.
NeuroImage, 2017

Random forest regression for magnetic resonance image synthesis.
Medical Image Anal., 2017

Cross contrast multi-channel image registration using image synthesis for MR brain images.
Medical Image Anal., 2017

Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017

Dice Overlap Measures for Objects of Unknown Number: Application to Lesion Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Joint Intensity Fusion Image Synthesis Applied to Multiple Sclerosis Lesion Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

Whole Brain Parcellation with Pathology: Validation on Ventriculomegaly Patients.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

2016
Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Patch Based Synthesis of Whole Head MR Images: Application To EPI Distortion Correction.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016

2015
Subject-Specific Sparse Dictionary Learning for Atlas-Based Brain MRI Segmentation.
IEEE J. Biomed. Health Informatics, 2015

MR image synthesis by contrast learning on neighborhood ensembles.
Medical Image Anal., 2015

Intraparenchymal hemorrhage segmentation from clinical head CT of patients with traumatic brain injury.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Cerebral microbleed segmentation from susceptibility weighted images.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Longitudinal Patch-Based Segmentation of Multiple Sclerosis White Matter Lesions.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

2014
Example based lesion segmentation.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

MR to CT registration of brains using image synthesis.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

2013
Magnetic Resonance Image Example-Based Contrast Synthesis.
IEEE Trans. Medical Imaging, 2013

System for Integrated Neuroimaging Analysis and Processing of Structure.
Neuroinformatics, 2013

Longitudinal intensity normalization of magnetic resonance images using patches.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Pulse sequence based multi-acquisition MR intensity normalization.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Automated anatomical labeling of the cerebral arteries using belief propagation.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Atlas Based Intensity Transformation of Brain MR Images.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Longitudinal intensity normalization in the presence of multiple sclerosis lesions.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Patch based intensity normalization of brain MR images.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Magnetic resonance image synthesis through patch regression.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Consistent segmentation using a Rician classifier.
Medical Image Anal., 2012

Super-resolution reconstruction for tongue MR images.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

2011
Intensity inhomogeneity correction of magnetic resonance images using patches.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Compressed sensing based intensity non-uniformity correction.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A Compressed Sensing Approach for MR Tissue Contrast Synthesis.
Proceedings of the Information Processing in Medical Imaging, 2011

2010
Synthesizing MR contrast and resolution through a patch matching technique.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

MR contrast synthesis for lesion segmentation.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
A Rician Mixture Model Classification Algorithm for Magnetic Resonance Images.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Fuzzy c-means with variable compactness.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2006
A Methodology for Switching Activity Based IO Powerpad Optimisation.
Proceedings of the 19th International Conference on VLSI Design (VLSI Design 2006), 2006

An Improved Video Encoderwith In-the-Loop De-Noising Filter for Impulse Noise Reduction.
Proceedings of the International Conference on Image Processing, 2006


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