Hassan Rivaz
Orcid: 0000-0001-5800-3034
According to our database1,
Hassan Rivaz
authored at least 115 papers
between 2005 and 2024.
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Bibliography
2024
Comparing a Portable Motion Analysis System against the Gold Standard for Potential Anterior Cruciate Ligament Injury Prevention and Screening.
Sensors, March, 2024
CoRR, 2024
Joint chest X-ray diagnosis and clinical visual attention prediction with multi-stage cooperative learning: enhancing interpretability.
CoRR, 2024
2023
Exploiting Mechanics-Based Priors for Lateral Displacement Estimation in Ultrasound Elastography.
IEEE Trans. Medical Imaging, November, 2023
Segmentation of Arm Ultrasound Images in Breast Cancer-Related Lymphedema: A Database and Deep Learning Algorithm.
IEEE Trans. Biomed. Eng., September, 2023
Lateral Strain Imaging Using Self-Supervised and Physically Inspired Constraints in Unsupervised Regularized Elastography.
IEEE Trans. Medical Imaging, May, 2023
Int. J. Comput. Assist. Radiol. Surg., April, 2023
Robust landmark-based brain shift correction with a Siamese neural network in ultrasound-guided brain tumor resection.
Int. J. Comput. Assist. Radiol. Surg., March, 2023
Int. J. Comput. Assist. Radiol. Surg., February, 2023
IEEE Trans. Computational Imaging, 2023
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR.
CoRR, 2023
Phase Aberration Correction without Reference Data: An Adaptive Mixed Loss Deep Learning Approach.
CoRR, 2023
Is Visual Explanation with Grad-CAM More Reliable for Deeper Neural Networks? A Case Study with Automatic Pneumothorax Diagnosis.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Uncertainty-aware transformer model for anatomical landmark detection in paraspinal muscle MRIs.
Proceedings of the Medical Imaging 2023: Image Processing, 2023
Infusing Physically Inspired Known Operators in Deep Models of Ultrasound Elastography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
FocalErrorNet: Uncertainty-Aware Focal Modulation Network for Inter-modal Registration Error Estimation in Ultrasound-Guided Neurosurgery.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Towards Multi-modal Anatomical Landmark Detection for Ultrasound-Guided Brain Tumor Resection with Contrastive Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
How Inter-rater Variability Relates to Aleatoric and Epistemic Uncertainty: A Case Study with Deep Learning-Based Paraspinal Muscle Segmentation.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2023
Proceedings of the Machine Learning in Clinical Neuroimaging - 6th International Workshop, 2023
Homodyned K-Distribution: Parameter Estimation and Uncertainty Quantification Using Bayesian Neural Networks.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
Infusing known operators in convolutional neural networks for lateral strain imaging in ultrasound elastography.
CoRR, 2022
RESECT-SEG: Open access annotations of intra-operative brain tumor ultrasound images.
CoRR, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Segmentation of Intraoperative 3D Ultrasound Images Using a Pyramidal Blur-Pooled 2D U-Net.
Proceedings of the Lesion Segmentation in Surgical and Diagnostic Applications, 2022
Joint Paraspinal Muscle Segmentation and Inter-rater Labeling Variability Prediction with Multi-task TransUNet.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Fast Strain Estimation and Frame Selection in Ultrasound Elastography using Machine Learning.
CoRR, 2021
Explainable AI and susceptibility to adversarial attacks: a case study in classification of breast ultrasound images.
CoRR, 2021
Comput. Methods Programs Biomed., 2021
Multimodal 3D ultrasound and CT in image-guided spinal surgery: public database and new registration algorithms.
Int. J. Comput. Assist. Radiol. Surg., 2021
Int. J. Comput. Assist. Radiol. Surg., 2021
Robust Ultrasound-to-Ultrasound Registration for Intra-operative Brain Shift Correction with a Siamese Neural Network.
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Proceedings of the Simplifying Medical Ultrasound - Second International Workshop, 2021
Analytical Globally-Regularized Estimation Of Effective Scatterer Diameter And Acoustic Concentration in Quantitative Ultrasound.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge.
IEEE Trans. Medical Imaging, 2020
Low Rank and Sparse Decomposition of Ultrasound Color Flow Images for Suppressing Clutter in Real-Time.
IEEE Trans. Medical Imaging, 2020
IEEE Trans. Computational Imaging, 2020
Ultrasound Scatterer Density Classification Using Convolutional Neural Networks by Exploiting Patch Statistics.
CoRR, 2020
Int. J. Comput. Assist. Radiol. Surg., 2020
Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition.
Int. J. Comput. Assist. Radiol. Surg., 2020
IEEE Access, 2020
Semi-supervised Training of Optical Flow Convolutional Neural Networks in Ultrasound Elastography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography.
Proceedings of the Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
A Pilot Study on Scatterer Density Classification of Ultrasound Images Using Deep Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Real-time and High Quality Ultrasound Elastography Using Convolutional Neural Network by Incorporating Analytic Signal.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
A Tissue Mechanics Based Method to Improve Tissue Displacement Estimation in Ultrasound Elastography<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Regularized Estimation of Effective Scatterer Size and Acoustic Concentration Quantitative Ultrasound Parameters Using Dynamic Programming<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
High Frequency Ultrasound Image Recovery Using Tight Frame Generative Adversarial Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Receptive Field Size as a Key Design Parameter for Ultrasound Image Segmentation with U-Net.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Denoising RF Data via Robust Principal Component Analysis: Results in Ultrasound Elastography.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Combining Total Variation Regularization with Window-Based Time Delay Estimation in Ultrasound Elastography.
IEEE Trans. Medical Imaging, 2019
Int. J. Comput. Assist. Radiol. Surg., 2019
Automatic Paraspinal Muscle Segmentation in Patients with Lumbar Pathology Using Deep Convolutional Neural Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
L1 And L2 Norm Depth-Regularized Estimation Of The Acoustic Attenuation And Backscatter Coefficients Using Dynamic Programming.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Suppressing Clutter Components In Ultrasound Color Flow Imaging Using Robust Matrix Completion Algorithm: Simulation And Phantom Study.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Fast Approximate Time-Delay Estimation in Ultrasound Elastography Using Principal Component Analysis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Ultrasound segmentation using U-Net: learning from simulated data and testing on real data.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
IEEE Trans. Medical Imaging, 2018
Correction to: Nonlinear deformation of tractography in ultrasound-guided low-grade gliomas resection.
Int. J. Comput. Assist. Radiol. Surg., 2018
Nonlinear deformation of tractography in ultrasound-guided low-grade gliomas resection.
Int. J. Comput. Assist. Radiol. Surg., 2018
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Direct strain estimation in ultrasound elastography using a novel dynamic programming approach.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Estimation of Strain Elastography from Ultrasound Radio-Frequency Data by Utilizing Analytic Gradient of the Similarity Metric.
IEEE Trans. Medical Imaging, 2017
Breast Ultrasound Elastography Using Full Inversion-Based Elastic Modulus Reconstruction.
IEEE Trans. Computational Imaging, 2017
Towards Automatic Collateral Circulation Score Evaluation in Ischemic Stroke Using Image Decompositions and Support Vector Machines.
Proceedings of the Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017
MARCEL (Inter-Modality Affine Registration with CorrELation Ratio): An Application for Brain Shift Correction in Ultrasound-Guided Brain Tumor Resection.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Automatic accuracy assessment of ultrasound elastography using correlation profile and prior information of displacement continuity.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
Registration of Pre- and Postresection Ultrasound Volumes With Noncorresponding Regions in Neurosurgery.
IEEE J. Biomed. Health Informatics, 2016
A cooperative receding horizon controller for multi-target interception with Obstacle Avoidance.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Cooperative receding horizon control of double integrator vehicles for multi-target interception.
Proceedings of the 2016 American Control Conference, 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
Deformable registration of preoperative MR, pre-resection ultrasound, and post-resection ultrasound images of neurosurgery.
Int. J. Comput. Assist. Radiol. Surg., 2015
Maximum reward collection problem: a cooperative receding horizon approach for dynamic clustering.
Proceedings of the 2015 Conference on research in adaptive and convergent systems, 2015
Robust deformable registration of pre- and post-resection ultrasound volumes for visualization of residual tumor in neurosurgery.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Cooperative control for multi-target interception with sensing and communication limitations: A game-theoretic approach.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
Nonrigid Registration of Ultrasound and MRI Using Contextual Conditioned Mutual Information.
IEEE Trans. Medical Imaging, 2014
Self-similarity weighted mutual information: A new nonrigid image registration metric.
Medical Image Anal., 2014
Simulation of Ultrasound Images for Validation of MR to Ultrasound Registration in Neurosurgery.
Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2014
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
Self-similarity Weighted Mutual Information: A New Nonrigid Image Registration Metric.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012
2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
2009
Ultrasound elastography: enabling technology for image guided laparoscopic prostatectomy.
Proceedings of the Medical Imaging 2009: Visualization, 2009
Proceedings of the Medical Imaging 2009: Visualization, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
2008
IEEE Trans. Medical Imaging, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005