Matthew Toews

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Registration and Segmentation for Image-Guided Therapy

William M. Wells, Jan Egger, Matthew Toews, 2014 .

Feature-based morphometry: Discovering group-related anatomical patterns

D. Louis Collins, William M. Wells, Matthew Toews, 2010, NeuroImage.

Feature-Based Morphometry

D. Louis Collins, William M. Wells, Matthew Toews, 2009, MICCAI.

Detecting, Localizing and Classifying Visual Traits from Arbitrary Viewpoints Using Probabilistic Local Feature Modeling

Matthew Toews, Tal Arbel, T. Arbel, 2007, AMFG.

Keypoint Transfer Segmentation

Polina Golland, William M. Wells, Christian Wachinger, 2015, IPMI.

Using the variogram for vector outlier screening: application to feature-based image registration

Frank Preiswerk, Polina Golland, Alexandra J. Golby, 2018, International Journal of Computer Assisted Radiology and Surgery.

Fiber feature map based landmark initialization for highly deformable DTI registration

Martin Styner, John H. Gilmore, Matthew Toews, 2013, Medical Imaging.

Hybrid Utrasound and MRI Acquisitions for High-Speed Imaging of Respiratory Organ Motion

Frank Preiswerk, William M. Wells, Matthew Toews, 2015, MICCAI.

Automatically learning cortical folding patterns

D. Louis Collins, Matthew Toews, Tal Arbel, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2016, SPIE Medical Imaging.

Classifications of Multispectral Colorectal Cancer Tissues Using Convolution Neural Network

Camel Tanougast, Matthew Toews, Christian Desrosiers, 2017, Journal of pathology informatics.

Fundamental Matrix Estimation via TIP - Transfer of Invariant Parameters

Matthew Toews, Tal Arbel, Frank Riggi, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery

Polina Golland, Alexandra J. Golby, William M. Wells, 2018, POCUS/BIVPCS/CuRIOUS/CPM@MICCAI.

SIFT-Rank: Ordinal description for invariant feature correspondence

William M. Wells, Matthew Toews, 2009, CVPR.

Efficient and robust model-to-image alignment using 3D scale-invariant features

William M. Wells, Matthew Toews, W. Wells, 2013, Medical Image Anal..

SIFT-Rank: Ordinal description for invariant feature correspondence

William M. Wells, Matthew Toews, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Feature-Based Alignment of Volumetric Multi-modal Images

William M. Wells, Matthew Toews, Lilla Zöllei, 2013, IPMI.

Deconvolution of ultrasonic signals using a convolutional neural network.

Matthew Toews, Arthur Chapon, Daniel Pereira, 2020, Ultrasonics.

A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation

Frank Preiswerk, Polina Golland, Alexandra J. Golby, 2018, MICCAI.

Keypoint Transfer for Fast Whole-Body Segmentation

William Wells, Polina Golland, Christian Wachinger, 2018, IEEE Transactions on Medical Imaging.

Hybrid MRI‐Ultrasound acquisitions, and scannerless real‐time imaging

Frank Preiswerk, Matthew Toews, Bruno Madore, 2017, Magnetic resonance in medicine.

Shape Analysis for Brain Structures: A Review

Bernard Ng, Matthew Toews, Stanley Durrleman, 2014 .

Entropy-of-likelihood feature selection for image correspondence

Matthew Toews, Tal Arbel, 2003, Proceedings Ninth IEEE International Conference on Computer Vision.

Parts-Based Appearance Modeling of Medical Imagery

Matthew Toews, Tal Arbel, 2009 .

On the Ambiguity of Registration Uncertainty pdf

Frank Preiswerk, Polina Golland, Alexandra J. Golby, 2018, ArXiv.

A probabilistic model to learn, detect, localize and classify patterns in arbitrary images

Matthew Toews, 2008 .

Detection, Localization, and Sex Classification of Faces from Arbitrary Viewpoints and under Occlusion

Matthew Toews, Tal Arbel, T. Arbel, 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Multi-modal brain fingerprinting: A manifold approximation based framework

Matthew Toews, Christian Desrosiers, Olivier Colliot, 2017, NeuroImage.

How are siblings similar? How similar are siblings? Large-scale imaging genetics using local image features

William M. Wells, Matthew Toews, W. Wells, 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

A feature-based approach to Big Data medical image analysis

William M. Wells, Christian Wachinger, Matthew Toews, 2015 .

Boosting MR temporal resolution using rapid ultrasound measurements for motion tracking purposes

Matthew Toews, Bruno Madore, Renxin Chu, 2013 .

Fiberprint: Human Brain Wiring Shows Unique Fingerprint

Kuldeep Kumar, Kaleem Siddiqi, Matthew Toews, 2017 .

Spatially constrained sparse regression for the data-driven discovery of Neuroimaging biomarkers

Kuldeep Kumar, Matthew Toews, Christian Desrosiers, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Modeling Information Flow Through Deep Neural Networks pdf

Eric Granger, Matthew Toews, Christian Desrosiers, 2017, ArXiv.

Deep Radiomic Analysis Based on Modeling Information Flow in Convolutional Neural Networks

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2019, IEEE Access.

Preliminary results comparing thin-plate splines with finite element methods for modeling brain deformation during neurosurgery using intraoperative ultrasound

Alexandra J. Golby, Matthew Toews, Sarah F. Frisken, 2019, Medical Imaging.

Curating Subject ID Labels using Keypoint Signatures pdf

Matthew Toews, Laurent Chauvin, 2021, ArXiv.

GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor pdf

William M. Wells, Matthew Toews, Laurent Chauvin, 2021, ArXiv.

Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets

Matthew Toews, Christian Desrosiers, Laurent Chauvin, 2021, IEEE Transactions on Medical Imaging.

Multi Texture Analysis of Colorectal Cancer Continuum Using Multispectral Imagery

Ahmed Bouridane, Camel Tanougast, Matthew Toews, 2016, PloS one.

SHREC 2018 – Protein Shape Retrieval

Petros Daras, Matthew Toews, Yu-Kun Lai, 2018 .

Maximum a Posteriori Local Histogram Estimation for Image Registration

D. Louis Collins, Matthew Toews, Tal Arbel, 2005, MICCAI.

Multi-scale radiomic analysis of sub-cortical regions in MRI related to autism, gender and age

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2017, Scientific Reports.

Diffusion Orientation Histograms (DOH) for Diffusion Weighted Image Analysis

Matthew Toews, Christian Desrosiers, Laurent Chauvin, 2018 .

Predicting survival time of lung cancer patients using radiomic analysis

Matthew Toews, Christian Desrosiers, Ahmad Chaddad, 2017, Oncotarget.

Fiberprint : A subject fi ngerprint based on sparse code pooling for white matter fi ber analysis

Kaleem Siddiqi, Matthew Toews, Christian Desrosiers, 2022 .

2452 Speeding-up MR acquisitions using ultrasound signals , and scanner-less real-time MR imaging

Frank Preiswerk, Matthew Toews, Bruno Madore, 2014 .