Matthew Toews

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William M. Wells III (Sandy)Harvard Medical School, M.I.T.Verified email at bwh.harvard.edu
Christian DesrosiersProfessor, École de technologie supérieure - LIVIA - Regroupement stratégique REPARTIVerified email at etsmtl.ca
Tal ArbelProfessor of Electrical & Computer Engineering, McGill UniversityVerified email at cim.mcgill.ca
Ahmad ChaddadProfessor @ School of Artificial Intelligence, GUET; LIVIA-ETSVerified email at guet.edu.cn
Alexandra GolbyProfessor of NeurosurgeryVerified email at bwh.harvard.edu
Sarah Frisken (aka Gibson)Research Associate, Brigham and Women's HospitalVerified email at bwh.harvard.edu
Jie Luo (Jax)Harvard Medical SchoolVerified email at mgh.harvard.edu
Polina GollandMassachusetts Institute of TechnologyVerified email at mit.edu
Inês Prata MachadoPostdoctoral Research Associate at University of CambridgeVerified email at cam.ac.uk
Kuldeep KumarPostdoctoral Fellow at CHU Sainte-Justine Research Centre, University of MontrealVerified email at umontreal.ca
Laurent ChauvinPhD, Ecole de Technologie Superieure, MontrealVerified email at etsmtl.net
Frank PreiswerkAmazon RoboticsVerified email at amazon.com
D. Louis CollinsProfessor of Biomedical Engineering and Neurology & Neurosurgery, McGill UniversityVerified email at mcgill.ca
Steve PieperIsomics, Inc.Verified email at isomics.com
Olivier ColliotResearch Director at CNRS, ARAMIS LabVerified email at cnrs.fr
Lawrence PanychAssociate Professor of Radiology, Harvard Medical SchoolVerified email at bwh.harvard.edu
Miaomiao ZhangAssistant Professor, University of VirginiaVerified email at virginia.edu
Masashi SugiyamaDirector, RIKEN Center for Advanced Intelligence Project / Professor, The University of TokyoVerified email at k.u-tokyo.ac.jp
Christian WachingerTechnical University of MunichVerified email at csail.mit.edu
Jorge MartinsUniversity of Lisbon, Instituto Superior TécnicoVerified email at tecnico.ulisboa.pt

Matthew Toews

École de Technologie Supérieure | www.etsmtl.ca

Verified email at etsmtl.ca - Homepage

Medical image analysis image alignment computer vision machine learning.


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Detection, localization, and sex classification of faces from arbitrary viewpoints and under occlusion M Toews, T Arbel IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (9), 1567-1581, 2008	148	2008
Feature-based morphometry: Discovering group-related anatomical patterns M Toews, W Wells III, DL Collins, T Arbel NeuroImage 49 (3), 2318-2327, 2010	140	2010
Efficient and Robust Model-to-Image Alignment using 3D Scale-Invariant Features M Toews, WM Wells III Medical Image Analysis, 2013	118	2013
Sift-rank: Ordinal description for invariant feature correspondence M Toews, W Wells 2009 ieee conference on computer vision and pattern recognition, 172-177, 2009	82	2009
Novel radiomic features based on joint intensity matrices for predicting glioblastoma patient survival time A Chaddad, P Daniel, C Desrosiers, M Toews, B Abdulkarim IEEE journal of biomedical and health informatics 23 (2), 795-804, 2018	76	2018
Predicting survival time of lung cancer patients using radiomic analysis A Chaddad, C Desrosiers, M Toews, B Abdulkarim Oncotarget 8 (61), 104393, 2017	76	2017
Classifications of multispectral colorectal cancer tissues using convolution neural network H Haj-Hassan, A Chaddad, Y Harkouss, C Desrosiers, M Toews, ... Journal of pathology informatics 8 (1), 1, 2017	75	2017
Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching I Machado, M Toews, J Luo, P Unadkat, W Essayed, E George, P Teodoro, ... International journal of computer assisted radiology and surgery 13, 1525-1538, 2018	70	2018
Multi-scale radiomic analysis of sub-cortical regions in MRI related to autism, gender and age A Chaddad, C Desrosiers, M Toews Scientific reports 7 (1), 45639, 2017	61	2017
A statistical parts-based model of anatomical variability M Toews, T Arbel Medical Imaging, IEEE Transactions on 26 (4), 497-508, 2007	59	2007
Multi texture analysis of colorectal cancer continuum using multispectral imagery A Chaddad, C Desrosiers, A Bouridane, M Toews, L Hassan, ... PloS one 11 (2), e0149893, 2016	54	2016
Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis K Kumar, C Desrosiers, K Siddiqi, O Colliot, M Toews NeuroImage 158, 242-259, 2017	52	2017
Gender classification from unconstrained video sequences M Demirkus, M Toews, JJ Clark, T Arbel 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	51	2010
Robust Initialization of active shape models for lung segmentation in CT scans: a feature‐based atlas approach G Gill, M Toews, RR Beichel International journal of biomedical imaging 2014 (1), 479154, 2014	48	2014
Hybrid MRI‐Ultrasound acquisitions, and scannerless real‐time imaging F Preiswerk, M Toews, CC Cheng, JG Chiou, CS Mei, LF Schaefer, ... Magnetic resonance in medicine 78 (3), 897-908, 2017	43	2017
Multi-modal brain fingerprinting: A manifold approximation based framework K Kumar, M Toews, L Chauvin, O Colliot, C Desrosiers NeuroImage 183, 212-226, 2018	42	2018
Deconvolution of ultrasonic signals using a convolutional neural network A Chapon, D Pereira, M Toews, P Belanger Ultrasonics 111, 106312, 2021	36	2021
Feature-based Alignment of Volumetric Multi-modal Images M Toews, L Zöllei, WMW III Information Processing in Medical Imaging, 2013	34	2013
Deep radiomic analysis based on modeling information flow in convolutional neural networks A Chaddad, M Toews, C Desrosiers, T Niazi IEEE Access 7, 97242-97252, 2019	33	2019
Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data I Machado, M Toews, E George, P Unadkat, W Essayed, J Luo, P Teodoro, ... NeuroImage 202, 116094, 2019	32	2019

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