Hassan Rivaz

According to our database1, Hassan Rivaz authored at least 83 papers between 2005 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
An Ultra-Fast Method for Simulation of Realistic Ultrasound Images.
CoRR, 2021

Automatic 3D Ultrasound Segmentation of Uterus Using Deep Learning.
CoRR, 2021

Explainable AI and susceptibility to adversarial attacks: a case study in classification of breast ultrasound images.
CoRR, 2021

Plane-Wave Ultrasound Beamforming Through Independent Component Analysis.
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

Fast and robust localization of surgical array using Kalman filter.
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

Pruning MobileNetV2 for Efficient Implementation of Minimum Variance Beamforming.
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

Fast Multi-Focus Ultrasound Image Recovery Using Generative Adversarial Networks.
IEEE Trans. Computational Imaging, 2020

Ultrasound Scatterer Density Classification Using Convolutional Neural Networks by Exploiting Patch Statistics.
CoRR, 2020

Two-stage ultrasound image segmentation using U-Net and test time augmentation.
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

Phase Aberration Correction: A Convolutional Neural Network Approach.
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

Breast Lesion Segmentation in Ultrasound Images with Limited Annotated Data.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Automatic Frame Selection using CNN in Ultrasound Elastography.
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

Synthetic aperture with high lateral sampling frequency for ultrasound elastography.
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

3D Human Knee Flexion Angle Estimation Using Deep Convolutional Neural Networks.
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

Incorporating Multiple Observations in global Ultrasound Elastography.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Segmentation of Ultrasound Images based on Scatterer Density using U-Net.
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

ARENA: Inter-modality affine registration using evolutionary strategy.
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

Fine Tuning U-Net for Ultrasound Image Segmentation: Which Layers?
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

Ultrasound Elastography Utilizing Pre-Beam-Formed Data.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Multi-Focus Ultrasound Imaging Using Generative Adversarial Networks.
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

Automatic Frame Selection Using MLP Neural Network in Ultrasound Elastography.
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
Assessment of Rigid Registration Quality Measures in Ultrasound-Guided Radiotherapy.
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

Non-Local Super Resolution in Ultrasound Imaging.
Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

GLUENet: Ultrasound Elastography Using Convolutional Neural Network.
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

Ultrasound elastography of breast cancer-related lymphedema.
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

Regularized tracking of shear-wave in ultrasound elastography.
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
Automatic Deformable MR-Ultrasound Registration for Image-Guided Neurosurgery.
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

Edge-preserving ultrasonic strain imaging with uniform precision.
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

Ultrasound elastography using multiple images.
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

Hierarchical Conditional Random Fields for Myocardium Infarction Detection.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2012

2011
Real-Time Regularized Ultrasound Elastography.
IEEE Trans. Medical Imaging, 2011

Ultrasound Elastography Using Three Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Speckle detection in ultrasonic images using unsupervised clustering techniques.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Tracked Ultrasound Elastography (TrUE).
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

Elasticity-based three dimensional ultrasound real-time volume rendering.
Proceedings of the Medical Imaging 2009: Visualization, 2009

Tracked Regularized Ultrasound Elastography for Targeting Breast Radiotherapy.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Physical priors in virtual colonoscopy.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

2008
Ultrasound Elastography: A Dynamic Programming Approach.
IEEE Trans. Medical Imaging, 2008

Ablation Monitoring with Elastography: 2D In-vivoand 3D Ex-vivoStudies.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2005
A Hand-Held Probe for Vibro-Elastography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005


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