Hassan Rivaz

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 117

Top Venues

CoRR

EMBC

Int. J. Comput. Assist. Radiol. Surg.

IEEE Trans. Medical Imaging

Publications

Ali Nasiri-Sarvi, Mahdi S. Hosseini, Hassan Rivaz
Vision Mamba for Classification of Breast Ultrasound Images. CoRR (2024)
Mumu Aktar, Yiming Xiao, Ali Kafaei Zad Tehrani, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel
SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage. Comput. Medical Imaging Graph. 113 (2024)
Nicolaos Karatzas, Patrik Abdelnour, Jason Philip Aaron Hiro Corban, Kevin Y. Zhao, Louis-Nicolas Veilleux, Stephane G. Bergeron, Thomas Fevens, Hassan Rivaz, Athanasios Babouras, Paul A. Martineau
Comparing a Portable Motion Analysis System against the Gold Standard for Potential Anterior Cruciate Ligament Injury Prevention and Screening. Sensors 24 (6) (2024)
Zirui Qiu, Hassan Rivaz, Yiming Xiao
Joint chest X-ray diagnosis and clinical visual attention prediction with multi-stage cooperative learning: enhancing interpretability. CoRR (2024)
Ali Nasiri-Sarvi, Vincent Quoc-Huy Trinh, Hassan Rivaz, Mahdi S. Hosseini
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images. CoRR (2024)
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz, Yiming Xiao
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentation. CoRR (2024)
Marcelo Lerendegui, Kai Riemer, Georgios Papageorgiou, Bingxue Wang, Lachlan Arthur, Arthur Chavignon, Tao Zhang, Olivier Couture, Pingtong Huang, Md Ashikuzzaman, Stefanie Dencks, Christopher Dunsby, Brandon Helfield, Jørgen Arendt Jensen, Thomas Lisson, Matthew R. Lowerison, Hassan Rivaz, Anthony E. Samir, Georg Schmitz, Scott J. Schoen, Ruud van Sloun, Pengfei Song, Tristan S. W. Stevens, Jipeng Yan, Vassilis Sboros, Meng-Xing Tang
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging. IEEE Trans. Medical Imaging 43 (8) (2024)
Mumu Aktar, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
VesselShot: Few-shot Learning for Cerebral Blood Vessel Segmentation. MLCN@MICCAI (2023)
Sobhan Goudarzi, Adrian Basarab, Hassan Rivaz
A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution. IEEE Trans. Computational Imaging 9 (2023)
Sobhan Goudarzi, Jesse Whyte, Mathieu Boily, Anna Towers, Robert D. Kilgour, Hassan Rivaz
Segmentation of Arm Ultrasound Images in Breast Cancer-Related Lymphedema: A Database and Deep Learning Algorithm. IEEE Trans. Biomed. Eng. 70 (9) (2023)
Mostafa Sharifzadeh, Habib Benali, Hassan Rivaz
Phase Aberration Correction without Reference Data: An Adaptive Mixed Loss Deep Learning Approach. CoRR (2023)
Soorena Salari, Amirhossein Rasoulian, Michele C. Battié, Maryse Fortin, Hassan Rivaz, Yiming Xiao
Uncertainty-aware transformer model for anatomical landmark detection in paraspinal muscle MRIs. Medical Imaging: Image Processing (2023)
Zirui Qiu, Hassan Rivaz, Yiming Xiao
Is visual explanation with Grad-CAM more reliable for deeper neural networks? a case study with automatic pneumothorax diagnosis. CoRR (2023)
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
Towards Multi-modal Anatomical Landmark Detection for Ultrasound-Guided Brain Tumor Resection with Contrastive Learning. MICCAI (9) (2023)
Ali Kafaei Zad Tehrani, Hassan Rivaz
Infusing Physically Inspired Known Operators in Deep Models of Ultrasound Elastography. MICCAI (1) (2023)
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
Towards multi-modal anatomical landmark detection for ultrasound-guided brain tumor resection with contrastive learning. CoRR (2023)
Parinaz Roshanzamir, Hassan Rivaz, Joshua Ahn, Hamza Mirza, Neda Naghdi, Meagan Anstruther, Michele C. Battié, Maryse Fortin, Yiming Xiao
How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation. CoRR (2023)
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
FocalErrorNet: Uncertainty-Aware Focal Modulation Network for Inter-modal Registration Error Estimation in Ultrasound-Guided Neurosurgery. MICCAI (9) (2023)
Hojat Asgariandehkordi, Sobhan Goudarzi, Adrian Basarab, Hassan Rivaz
Deep Ultrasound Denoising Using Diffusion Probabilistic Models. CoRR (2023)
Nima Masoumi, Hassan Rivaz, M. Omair Ahmad, Yiming Xiao
DiffeoRaptor: diffeomorphic inter-modal image registration using RaPTOR. Int. J. Comput. Assist. Radiol. Surg. 18 (2) (2023)
Mumu Aktar, Jonatan Reyes, Donatella Tampieri, Hassan Rivaz, Yiming Xiao, Marta Kersten-Oertel
Deep learning for collateral evaluation in ischemic stroke with imbalanced data. Int. J. Comput. Assist. Radiol. Surg. 18 (4) (2023)
Amir Pirhadi, Soorena Salari, M. Omair Ahmad, Hassan Rivaz, Yiming Xiao
Robust landmark-based brain shift correction with a Siamese neural network in ultrasound-guided brain tumor resection. Int. J. Comput. Assist. Radiol. Surg. 18 (3) (2023)
Md Ashikuzzaman, Ali Kafaei Zad Tehrani, Hassan Rivaz
Exploiting Mechanics-Based Priors for Lateral Displacement Estimation in Ultrasound Elastography. IEEE Trans. Medical Imaging 42 (11) (2023)
Mumu Aktar, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
VesselShot: Few-shot learning for cerebral blood vessel segmentation. CoRR (2023)
Ali Kafaei Zad Tehrani, Iván M. Rosado-Méndez, Hassan Rivaz
Homodyned K-Distribution: Parameter Estimation and Uncertainty Quantification Using Bayesian Neural Networks. ISBI (2023)
Zirui Qiu, Hassan Rivaz, Yiming Xiao
Is Visual Explanation with Grad-CAM More Reliable for Deeper Neural Networks? A Case Study with Automatic Pneumothorax Diagnosis. MLMI@MICCAI (2) (2023)
Ali Kafaei Zad Tehrani, Md Ashikuzzaman, Hassan Rivaz
Lateral Strain Imaging Using Self-Supervised and Physically Inspired Constraints in Unsupervised Regularized Elastography. IEEE Trans. Medical Imaging 42 (5) (2023)
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR. CoRR (2023)
Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao
FocalErrorNet: Uncertainty-aware focal modulation network for inter-modal registration error estimation in ultrasound-guided neurosurgery. CoRR (2023)
Parinaz Roshanzamir, Hassan Rivaz, Joshua Ahn, Hamza Mirza, Neda Naghdi, Meagan Anstruther, Michele C. Battié, Maryse Fortin, Yiming Xiao
How Inter-rater Variability Relates to Aleatoric and Epistemic Uncertainty: A Case Study with Deep Learning-Based Paraspinal Muscle Segmentation. UNSURE@MICCAI (2023)
Bahareh Behboodi, François-Xavier Carton, Matthieu Chabanas, Sandrine de Ribaupierre, Ole Solheim, Bodil K. R. Munkvold, Hassan Rivaz, Yiming Xiao, Ingerid Reinertsen
RESECT-SEG: Open access annotations of intra-operative brain tumor ultrasound images. CoRR (2022)
Ali Kafaei Zad Tehrani, Iván M. Rosado-Mendez, Hassan Rivaz
Deep Estimation of Speckle Statistics Parametric Images. CoRR (2022)
Ali Kafaei Zad Tehrani, Iván M. Rosado-Mendez, Hassan Rivaz
Robust Scatterer Number Density Segmentation of Ultrasound Images. CoRR (2022)
Parinaz Roshanzamir, Hassan Rivaz, Joshua Ahn, Hamza Mirza, Neda Naghdi, Meagan Anstruther, Michele C. Battié, Maryse Fortin, Yiming Xiao
Joint Paraspinal Muscle Segmentation and Inter-rater Labeling Variability Prediction with Multi-task TransUNet. UNSURE@MICCAI (2022)
Mostafa Sharifzadeh, Habib Benali, Hassan Rivaz
Segmentation of Intraoperative 3D Ultrasound Images Using a Pyramidal Blur-Pooled 2D U-Net. CuRIOUS/KiPA/MELA@MICCAI (2022)
Ali Kafaei Zad Tehrani, Iván M. Rosado-Mendez, Hassan Rivaz
Deep Estimation of Speckle Statistics Parametric Images. EMBC (2022)
Ali Kafaei Zad Tehrani, Hassan Rivaz
Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography. CoRR (2022)
Behnaz Gheflati, Hassan Rivaz
Vision Transformers for Classification of Breast Ultrasound Images. EMBC (2022)
Ali Kafaei Zad Tehrani, Hassan Rivaz
Infusing known operators in convolutional neural networks for lateral strain imaging in ultrasound elastography. CoRR (2022)
Ali Kafaei Zad Tehrani, Hassan Rivaz
Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography. MICCAI (4) (2022)
Ali Kafaei Zad Tehrani, Iván M. Rosado-Mendez, Hassan Rivaz
Homodyned K-distribution: parameter estimation and uncertainty quantification using Bayesian neural networks. CoRR (2022)
Sepideh K. Gharamaleki, Brandon Helfield, Hassan Rivaz
Transformer-Based Microbubble Localization. CoRR (2022)
Ali Kafaei Zad Tehrani, Md Ashikuzzaman, Hassan Rivaz
Lateral Strain Imaging using Self-supervised and Physically Inspired Constraints in Unsupervised Regularized Elastography. CoRR (2022)
Nima Masoumi, Clyde J. Belasso, M. Omair Ahmad, Habib Benali, Yiming Xiao, Hassan Rivaz
Multimodal 3D ultrasound and CT in image-guided spinal surgery: public database and new registration algorithms. Int. J. Comput. Assist. Radiol. Surg. 16 (4) (2021)
Bahareh Behboodi, Hassan Rivaz, Susan Lalondrelle, Emma Harris
Automatic 3D Ultrasound Segmentation of Uterus Using Deep Learning. CoRR (2021)
Amir Pirhadi, Hassan Rivaz, M. Omair Ahmad, Yiming Xiao
Robust Ultrasound-to-Ultrasound Registration for Intra-operative Brain Shift Correction with a Siamese Neural Network. ASMUS@MICCAI (2021)
Behnaz Gheflati, Hassan Rivaz
Vision Transformer for Classification of Breast Ultrasound Images. CoRR (2021)
Hamza Rasaee, Hassan Rivaz
Explainable AI and susceptibility to adversarial attacks: a case study in classification of breast ultrasound images. CoRR (2021)
Noushin Jafarpisheh, Iván M. Rosado-Mendez, Timothy J. Hall, Hassan Rivaz
Analytical Globally-Regularized Estimation Of Effective Scatterer Diameter And Acoustic Concentration in Quantitative Ultrasound. ISBI (2021)
Sobhan Goudarzi, Amir Asif, Hassan Rivaz
Pruning MobileNetV2 for Efficient Implementation of Minimum Variance Beamforming. ASMUS@MICCAI (2021)
Sobhan Goudarzi, Amir Asif, Hassan Rivaz
Plane-Wave Ultrasound Beamforming Through Independent Component Analysis. Comput. Methods Programs Biomed. 203 (2021)
Mostafa Sharifzadeh, Habib Benali, Hassan Rivaz
An Ultra-Fast Method for Simulation of Realistic Ultrasound Images. CoRR (2021)
Md Ashikuzzaman, Noushin Jafarpisheh, Sunil Rottoo, Pierre Brisson, Hassan Rivaz
Fast and robust localization of surgical array using Kalman filter. Int. J. Comput. Assist. Radiol. Surg. 16 (5) (2021)
Abdelrahman Zayed, Hassan Rivaz
Fast Strain Estimation and Frame Selection in Ultrasound Elastography using Machine Learning. CoRR (2021)
Mina Amiri, Rupert Brooks, Hassan Rivaz
Fine tuning U-Net for ultrasound image segmentation: which layers? CoRR (2020)
Bahareh Behboodi, Mina Amiri, Rupert Brooks, Hassan Rivaz
Breast Lesion Segmentation in Ultrasound Images with Limited Annotated Data. ISBI (2020)
Ali Kafaei Zad Tehrani, Mina Amiri, Hassan Rivaz
Real-time and High Quality Ultrasound Elastography Using Convolutional Neural Network by Incorporating Analytic Signal. EMBC (2020)
Mina Amiri, Ali Kafaei Zad Tehrani, Hassan Rivaz
Segmentation of Ultrasound Images based on Scatterer Density using U-Net. EMBC (2020)
Yiming Xiao, Andreas Maier, Wolfgang Wein, Roozbeh Shams, Samuel Kadoury, David Drobny, Marc Modat, Ingerid Reinertsen, Hassan Rivaz, Matthieu Chabanas, Maryse Fortin, Inês Machado, Yangming Ou, Mattias P. Heinrich, Julia A. Schnabel, Xia Zhong
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. IEEE Trans. Medical Imaging 39 (3) (2020)
Sobhan Goudarzi, Amir Asif, Hassan Rivaz
Fast Multi-Focus Ultrasound Image Recovery Using Generative Adversarial Networks. IEEE Trans. Computational Imaging 6 (2020)
Noushin Jafarpisheh, Iván Rosado-Méndez, Timothy J. Hall, Hassan Rivaz
. EMBC (2020)
Mostafa Sharifzadeh, Habib Benali, Hassan Rivaz
Phase Aberration Correction: A Convolutional Neural Network Approach. IEEE Access 8 (2020)
Bahareh Behboodi, Mina Amiri, Rupert Brooks, Hassan Rivaz
Breast lesion segmentation in ultrasound images with limited annotated data. CoRR (2020)
Bahareh Behboodi, Maryse Fortin, Clyde J. Belasso, Rupert Brooks, Hassan Rivaz
Receptive Field Size as a Key Design Parameter for Ultrasound Image Segmentation with U-Net. EMBC (2020)
Sobhan Goudarzi, Amir Asif, Hassan Rivaz
High Frequency Ultrasound Image Recovery Using Tight Frame Generative Adversarial Networks. EMBC (2020)
Pouria Chalangari, Thomas Fevens, Hassan Rivaz
3D Human Knee Flexion Angle Estimation Using Deep Convolutional Neural Networks. EMBC (2020)
Niusha Kheirkhah, Sergio C. H. Dempsey, Hassan Rivaz, Abbas Samani, Ali Sadeghi-Naini
. EMBC (2020)
Md Ashikuzzaman, Clyde J. Belasso, Md. Golam Kibria, Andreas Bergdahl, Claudine Joëlle Gauthier, Hassan Rivaz
Low Rank and Sparse Decomposition of Ultrasound Color Flow Images for Suppressing Clutter in Real-Time. IEEE Trans. Medical Imaging 39 (4) (2020)
Md Ashikuzzaman, Hassan Rivaz
Incorporating Multiple Observations in global Ultrasound Elastography. EMBC (2020)
Mumu Aktar, Yiming Xiao, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel
A Radiomics-Based Machine Learning Approach to Assess Collateral Circulation in Ischemic Stroke on Non-contrast Computed Tomography. ML-CDS/CLIP@MICCAI (2020)
Md Ashikuzzaman, Noushin Jafarpisheh, Sunil Rottoo, Pierre Brisson, Hassan Rivaz
Fast and Robust Localization of Surgical Array using Kalman Filter. CoRR (2020)
Mumu Aktar, Donatella Tampieri, Hassan Rivaz, Marta Kersten-Oertel, Yiming Xiao
Automatic collateral circulation scoring in ischemic stroke using 4D CT angiography with low-rank and sparse matrix decomposition. Int. J. Comput. Assist. Radiol. Surg. 15 (9) (2020)
Ali Kafaei Zad Tehrani, Morteza Mirzaei, Hassan Rivaz
Semi-supervised Training of Optical Flow Convolutional Neural Networks in Ultrasound Elastography. MICCAI (3) (2020)
Md Ashikuzzaman, Hassan Rivaz
Denoising RF Data via Robust Principal Component Analysis: Results in Ultrasound Elastography. EMBC (2020)
Ali Kafaei Zad Tehrani, Mina Amiri, Iván Rosado-Méndez, Timothy J. Hall, Hassan Rivaz
A Pilot Study on Scatterer Density Classification of Ultrasound Images Using Deep Neural Networks. EMBC (2020)
Morteza Mirzaei, Amir Asif, Hassan Rivaz
Synthetic aperture with high lateral sampling frequency for ultrasound elastography. EMBC (2020)
Ali Kafaei Zad Tehrani, Mina Amiri, Iván M. Rosado-Méndez, Timothy J. Hall, Hassan Rivaz
Ultrasound Scatterer Density Classification Using Convolutional Neural Networks by Exploiting Patch Statistics. CoRR (2020)
Abdelrahman Zayed, Guy Cloutier, Hassan Rivaz
Automatic Frame Selection using CNN in Ultrasound Elastography. CoRR (2020)
Abdelrahman Zayed, Guy Cloutier, Hassan Rivaz
Automatic Frame Selection using CNN in Ultrasound Elastography. EMBC (2020)
Mina Amiri, Rupert Brooks, Bahareh Behboodi, Hassan Rivaz
Two-stage ultrasound image segmentation using U-Net and test time augmentation. Int. J. Comput. Assist. Radiol. Surg. 15 (6) (2020)
Abdelrahman Zayed, Hassan Rivaz
Fast Approximate Time-Delay Estimation in Ultrasound Elastography Using Principal Component Analysis. CoRR (2019)
Md Ashikuzzaman, Clyde J. Belasso, Claudine Joëlle Gauthier, Hassan Rivaz
Suppressing Clutter Components In Ultrasound Color Flow Imaging Using Robust Matrix Completion Algorithm: Simulation And Phantom Study. ISBI (2019)
Bahareh Behboodi, Hassan Rivaz
Ultrasound segmentation using U-Net: learning from simulated data and testing on real data. EMBC (2019)
Abdelrahman Zayed, Hassan Rivaz
Fast Approximate Time-Delay Estimation in Ultrasound Elastography Using Principal Component Analysis. EMBC (2019)
Abdelrahman Zayed, Hassan Rivaz
Automatic Frame Selection Using MLP Neural Network in Ultrasound Elastography. CoRR (2019)
Mina Amiri, Rupert Brooks, Hassan Rivaz
Fine Tuning U-Net for Ultrasound Image Segmentation: Which Layers? DART/MIL3ID@MICCAI (2019)
Nima Masoumi, Yiming Xiao, Hassan Rivaz
ARENA: Inter-modality affine registration using evolutionary strategy. Int. J. Comput. Assist. Radiol. Surg. 14 (3) (2019)
Morteza Mirzaei, Amir Asif, Hassan Rivaz
Ultrasound Elastography Utilizing Pre-Beam-Formed Data. ISBI (2019)
Abdelrahman Zayed, Hassan Rivaz
Automatic Frame Selection Using MLP Neural Network in Ultrasound Elastography. ICIAR (2) (2019)
Wenyao Xia, Maryse Fortin, Joshua Ahn, Hassan Rivaz, Michele C. Battié, Terry M. Peters, Yiming Xiao
Automatic Paraspinal Muscle Segmentation in Patients with Lumbar Pathology Using Deep Convolutional Neural Network. MICCAI (2) (2019)
Sobhan Goudarzi, Amir Asif, Hassan Rivaz
Multi-Focus Ultrasound Imaging Using Generative Adversarial Networks. ISBI (2019)
Zara Vajihi, Iván Rosado-Méndez, Timothy J. Hall, Hassan Rivaz
L1 And L2 Norm Depth-Regularized Estimation Of The Acoustic Attenuation And Backscatter Coefficients Using Dynamic Programming. ISBI (2019)
Morteza Mirzaei, Amir Asif, Hassan Rivaz
Combining Total Variation Regularization with Window-Based Time Delay Estimation in Ultrasound Elastography. IEEE Trans. Medical Imaging 38 (12) (2019)
Bahareh Behboodi, Hassan Rivaz
Ultrasound segmentation using U-Net: learning from simulated data and testing on real data. CoRR (2019)
Hoda S. Hashemi, Stefanie Fallone, Mathieu Boily, Anna Towers, Robert D. Kilgour, Hassan Rivaz
Ultrasound elastography of breast cancer-related lymphedema. ISBI (2018)
Hossein Khodadadi, Amir G. Aghdam, Hassan Rivaz
Direct strain estimation in ultrasound elastography using a novel dynamic programming approach. ISBI (2018)
Roozbeh Shams, Yiming Xiao, François Hébert, Matthew Abramowitz, Rupert Brooks, Hassan Rivaz
Assessment of Rigid Registration Quality Measures in Ultrasound-Guided Radiotherapy. IEEE Trans. Medical Imaging 37 (2) (2018)
Yiming Xiao, Live Eikenes, Ingerid Reinertsen, Hassan Rivaz
Nonlinear deformation of tractography in ultrasound-guided low-grade gliomas resection. Int. J. Comput. Assist. Radiol. Surg. 13 (3) (2018)
Parviz Khavari, Amir Asif, Hassan Rivaz
Non-Local Super Resolution in Ultrasound Imaging. MMSP (2018)
Md. Golam Kibria, Hassan Rivaz
GLUENet: Ultrasound Elastography Using Convolutional Neural Network. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hassan Rivaz