Matthew Toews
Orcid: 0000-0002-7567-4283
According to our database1,
Matthew Toews
authored at least 67 papers
between 2003 and 2023.
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Bibliography
2023
PSDNet: Determination of Particle Size Distributions Using Synthetic Soil Images and Convolutional Neural Networks.
CoRR, 2023
Comparing PSDNet, pretrained networks, and traditional feature extraction for predicting the particle size distribution of granular materials from photographs.
CoRR, 2023
Proceedings of the International Conference on Automated Machine Learning, 2023
2022
Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets.
IEEE Trans. Medical Imaging, 2022
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022
2021
GPU optimization of the 3D Scale-invariant Feature Transform Algorithm and a Novel BRIEF-inspired 3D Fast Descriptor.
CoRR, 2021
2020
IEEE Trans. Medical Imaging, 2020
Neuroimage signature from salient keypoints is highly specific to individuals and shared by close relatives.
NeuroImage, 2020
Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features.
CoRR, 2020
A comparison of thin-plate spline deformation and finite element modeling to compensate for brain shift during tumor resection.
Int. J. Comput. Assist. Radiol. Surg., 2020
Large-Scale Unbiased Neuroimage Indexing via 3D GPU-SIFT Filtering and Keypoint Masking.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
2019
Novel Radiomic Features Based on Joint Intensity Matrices for Predicting Glioblastoma Patient Survival Time.
IEEE J. Biomed. Health Informatics, 2019
Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data.
NeuroImage, 2019
Deep Radiomic Analysis Based on Modeling Information Flow in Convolutional Neural Networks.
IEEE Access, 2019
Preliminary results comparing thin-plate splines with finite element methods for modeling brain deformation during neurosurgery using intraoperative ultrasound.
Proceedings of the Medical Imaging 2019: Image-Guided Procedures, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Information Processing in Medical Imaging, 2019
2018
Phantomless Auto-Calibration and Online Calibration Assessment for a Tracked Freehand 2-D Ultrasound Probe.
IEEE Trans. Medical Imaging, 2018
NeuroImage, 2018
Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching.
Int. J. Comput. Assist. Radiol. Surg., 2018
Using the variogram for vector outlier screening: application to feature-based image registration.
Int. J. Comput. Assist. Radiol. Surg., 2018
Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 11th Eurographics Workshop on 3D Object Retrieval, 2018
2017
Fiberprint: A subject fingerprint based on sparse code pooling for white matter fiber analysis.
NeuroImage, 2017
Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI.
CoRR, 2017
2016
GBM heterogeneity characterization by radiomic analysis of phenotype anatomical planes.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
How are siblings similar? How similar are siblings? Large-scale imaging genetics using local image features.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Spatially constrained sparse regression for the data-driven discovery of Neuroimaging biomarkers.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
Multispectral texture analysis of histopathological abnormalities in colorectal tissues.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Radiomic analysis of multi-contrast brain MRI for the prediction of survival in patients with glioblastoma multiforme.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Hybrid Utrasound and MRI Acquisitions for High-Speed Imaging of Respiratory Organ Motion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Robust Initialization of Active Shape Models for Lung Segmentation in CT Scans: A Feature-Based Atlas Approach.
Int. J. Biomed. Imaging, 2014
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
2013
Medical Image Anal., 2013
Fiber feature map based landmark initialization for highly deformable DTI registration.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
2010
NeuroImage, 2010
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
A mutual-information scale-space for image feature detection and feature-based classification of volumetric brain images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Detection, Localization, and Sex Classification of Faces from Arbitrary Viewpoints and under Occlusion.
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Bayesian Registration via Local Image Regions: Information, Selection and Marginalization.
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2007
IEEE Trans. Medical Imaging, 2007
Detecting and Localizing 3D Object Classes using Viewpoint Invariant Reference Frames.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Detecting, Localizing and Classifying Visual Traits from Arbitrary Viewpoints Using Probabilistic Local Feature Modeling.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007
2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003