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Matthew Toews
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Feature-based morphometry: Discovering group-related anatomical patterns
M Toews, W Wells III, DL Collins, T Arbel
NeuroImage 49 (3), 2318-2327, 2010
1402010
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
1402008
Efficient and Robust Model-to-Image Alignment using 3D Scale-Invariant Features
M Toews, WM Wells III
Medical Image Analysis, 2013
992013
Sift-rank: Ordinal description for invariant feature correspondence
M Toews, W Wells
2009 IEEE Conference on Computer Vision and Pattern Recognition, 172-177, 2009
712009
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
552018
A statistical parts-based model of anatomical variability
M Toews, T Arbel
Medical Imaging, IEEE Transactions on 26 (4), 497-508, 2007
542007
Predicting survival time of lung cancer patients using radiomic analysis
A Chaddad, C Desrosiers, M Toews, B Abdulkarim
Oncotarget 8 (61), 104393, 2017
522017
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
512010
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, 2017
502017
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 (10 …, 2018
442018
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
412016
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, 2014
372014
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), 1-17, 2017
342017
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
282017
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
272017
A feature-based approach to big data analysis of medical images
M Toews, C Wachinger, RSJ Estepar, WM Wells
International Conference on Information Processing in Medical Imaging, 339-350, 2015
272015
Feature-based Alignment of Volumetric Multi-modal Images
M Toews, L Zöllei, WMW III
Information Processing in Medical Imaging, 2013
262013
Multi-modal brain fingerprinting: A manifold approximation based framework
K Kumar, M Toews, L Chauvin, O Colliot, C Desrosiers
NeuroImage 183, 212-226, 2018
252018
Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme
A Chaddad, C Desrosiers, M Toews
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
252016
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
242019
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