Tal Arbel
Orcid: 0000-0001-8870-3007Affiliations:
- McGill University, Canada
According to our database1,
Tal Arbel
authored at least 130 papers
between 1994 and 2024.
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Bibliography
2024
HyperFusion: A Hypernetwork Approach to Multimodal Integration of Tabular and Medical Imaging Data for Predictive Modeling.
CoRR, 2024
2023
Grow-push-prune: Aligning deep discriminants for effective structural network compression.
Comput. Vis. Image Underst., June, 2023
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles.
CoRR, 2023
CoRR, 2023
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis.
Proceedings of the Medical Imaging with Deep Learning, 2023
Mitigating Calibration Bias Without Fixed Attribute Grouping for Improved Fairness in Medical Imaging Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023
2022
Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference.
IEEE Trans. Medical Imaging, 2022
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors.
CoRR, 2022
Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation.
CoRR, 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2022
Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers.
Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery, 2022
2021
Comput. Vis. Image Underst., 2021
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results.
CoRR, 2021
Optimizing Operating Points for High Performance Lesion Detection and Segmentation Using Lesion Size Reweighting.
CoRR, 2021
Proceedings of Machine Learning and Systems 2021, 2021
HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
2020
Exploring uncertainty measures in deep networks for Multiple sclerosis lesion detection and segmentation.
Medical Image Anal., 2020
Medical Image Anal., 2020
CNN Detection of New and Enlarging Multiple Sclerosis Lesions from Longitudinal Mri Using Subtraction Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Prediction of Disease Progression in Multiple Sclerosis Patients using Deep Learning Analysis of MRI Data.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures, 2019
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
Saliency Based Deep Neural Network for Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
2018
Image Vis. Comput., 2018
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.
CoRR, 2018
Is the winner really the best? A critical analysis of common research practice in biomedical image analysis competitions.
CoRR, 2018
CNN Prediction of Future Disease Activity for Multiple Sclerosis Patients from Baseline MRI and Lesion Labels.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
RS-Net: Regression-Segmentation 3D CNN for Synthesis of Full Resolution Missing Brain MRI in the Presence of Tumours.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018
2017
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Predicting Future Disease Activity and Treatment Responders for Multiple Sclerosis Patients Using a Bag-of-Lesions Brain Representation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Hierarchical Spatio-Temporal Probabilistic Graphical Model with Multiple Feature Fusion for Binary Facial Attribute Classification in Real-World Face Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Adaptive multi-level conditional random fields for detection and segmentation of small enhanced pathology in medical images.
Medical Image Anal., 2016
Evaluation of state-of-the-art segmentation algorithms for left ventricle infarct from late Gadolinium enhancement MR images.
Medical Image Anal., 2016
Comput. Vis. Image Underst., 2016
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
IEEE Trans. Medical Imaging, 2015
Temporal Hierarchical Adaptive Texture CRF for Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI.
IEEE Trans. Medical Imaging, 2015
Probabilistic Multiple Sclerosis Lesion Classification Based on Modeling Regional Intensity Variability and Local Neighborhood Information.
IEEE Trans. Biomed. Eng., 2015
Hierarchical temporal graphical model for head pose estimation and subsequent attribute classification in real-world videos.
Comput. Vis. Image Underst., 2015
Improving Patient Specific Neurosurgical Models with Intraoperative Ultrasound and Augmented Reality Visualizations in a Neuronavigation Environment.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2015
Fast and efficient image registration based on gradient orientations of minimal uncertainty.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
IMaGe: Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Multiple Sclerosis Lesions in Brain MRI.
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Multim. Tools Appl., 2014
SymBA: Diffeomorphic Registration Based on Gradient Orientation Alignment and Boundary Proximity of Sparsely Selected Voxels.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Iterative Multilevel MRF Leveraging Context and Voxel Information for Brain Tumour Segmentation in MRI.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the Bayesian and grAphical Models for Biomedical Imaging, 2014
2013
IEEE Trans. Medical Imaging, 2013
Temporally Consistent Probabilistic Detection of New Multiple Sclerosis Lesions in Brain MRI.
IEEE Trans. Medical Imaging, 2013
Fast rigid registration of pre-operative magnetic resonance images to intra-operative ultrasound for neurosurgery based on high confidence gradient orientations.
Int. J. Comput. Assist. Radiol. Surg., 2013
Hierarchical Probabilistic Gabor and MRF Segmentation of Brain Tumours in MRI Volumes.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Adaptive Voxel, Texture and Temporal Conditional Random Fields for Detection of Gad-Enhancing Multiple Sclerosis Lesions in Brain MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
2012
Multi-Modal Image Registration Based on Gradient Orientations of Minimal Uncertainty.
IEEE Trans. Medical Imaging, 2012
Automatic Detection of Gadolinium-Enhancing Multiple Sclerosis Lesions in Brain MRI Using Conditional Random Fields.
IEEE Trans. Medical Imaging, 2012
Optimization over Random and Gradient Probabilistic Pixel Sampling for Fast, Robust Multi-resolution Image Registration.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012
Hierarchical Conditional Random Fields for Detection of Gad-Enhancing Lesions in Multiple Sclerosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Fast and Robust Registration Based on Gradient Orientations: Case Study Matching Intra-operative Ultrasound to Pre-operative MRI in Neurosurgery.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012
Soft biometric trait classification from real-world face videos conditioned on head pose estimation.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
2011
IEEE Trans. Medical Imaging, 2011
Medical Image Anal., 2011
Medical Image Anal., 2011
Adapted MRF Segmentation of Multiple Sclerosis Lesions Using Local Contextual Information.
Proceedings of the Medical Image Understanding and Analysis, 2011
Spatial and probabilistic codebook template based head pose estimation from unconstrained environments.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2010
NeuroImage, 2010
Int. J. Comput. Vis., 2010
Optimal Gaussian Mixture Models of Tissue Intensities in Brain MRI of Patients with Multiple-Sclerosis.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
Hierarchical Multimodal Image Registration Based on Adaptive Local Mutual Information.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Detection of Gad-Enhancing Lesions in Multiple Sclerosis Using Conditional Random Fields.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Bayesian Classification of Multiple Sclerosis Lesions in Longitudinal MRI Using Subtraction Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 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
Comput. Vis. Image Underst., 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
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Combinatorial and Probabilistic Fusion of Noisy Correlation Measurements for Untracked Freehand 3-D Ultrasound.
IEEE Trans. Medical Imaging, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
2007
IEEE Trans. Medical Imaging, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Detecting and Localizing 3D Object Classes using Viewpoint Invariant Reference Frames.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the Fourth Canadian Conference on Computer and Robot Vision (CRV 2007), 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
Int. J. Comput. Vis., 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
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
2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2001
Automatic Non-linear MRI-Ultrasound Registration for the Correction of Intra-operative Brain Deformations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
2000
Proceedings of the British Machine Vision Conference 2000, 2000
1999
Proceedings of the International Conference on Computer Vision, 1999
1996
Pattern Recognit. Lett., 1996
Proceedings of the Computer Vision, 1996
1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994