Hassan Rivaz

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Gregory HagerMandell Bellmore Professor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Yiming XiaoAssistant Professor, Department of Computer Science and Software Engineering, Concordia UniversityVerified email at concordia.ca
Maryse FortinAssistant Professor, Concordia UniversityVerified email at concordia.ca
Gabor FichtingerProfessor and Canada Research Chair in Computer-Integrated Surgery, Queen's University, CanadaVerified email at queensu.ca
D. Louis CollinsProfessor of Biomedical Engineering and Neurology & Neurosurgery, McGill UniversityVerified email at mcgill.ca
Ali K. Z. TehraniPhD candidate at Concordia UniversityVerified email at encs.concordia.ca
Ivan Rosado MendezAssistant Professor - University of Wisconsin-MadisonVerified email at wisc.edu
Ingerid ReinertsenResearch manager, SINTEF and Associate Professor, NTNUVerified email at sintef.no
Sobhan GoudarziPost-doctoral Fellow at Sunnybrook Research InstituteVerified email at sri.utoronto.ca
Md AshikuzzamanPostdoctoral Fellow, Johns Hopkins UniversityVerified email at jh.edu
Pezhman ForoughiPhD, Johns Hopkins UniversityVerified email at jhu.edu
Habib BenaliConcordia UniversityVerified email at concordia.ca
Mostafa SharifzadehPh.D. Candidate in Electrical and Computer Engineering, Concordia UniversityVerified email at concordia.ca
Clyde J. BelassoGraduate ResearcherVerified email at live.concordia.ca
Donatella TampieriQueen's UniversityVerified email at queensu.ca
Tal ArbelProfessor of Electrical & Computer Engineering, McGill UniversityVerified email at cim.mcgill.ca
Marta Kersten-OertelAssociate Professor, Concordia University Research Chair; Dept. Computer Science and SoftwareVerified email at ap-lab.ca
Julia A SchnabelTechnical University of Munich, Helmholtz Munich and King's College LondonVerified email at tum.de
Samuel KadouryPolytechnique MontrealVerified email at polymtl.ca
Wolfgang WeinCEO, ImFusion GmbH; Adjunct Professor, TU MunichVerified email at cs.tum.edu

Hassan Rivaz

Associate Professor, Concordia University Research Chair

Verified email at encs.concordia.ca - Homepage

Machine learning Ultrasound imaging medical image analysis deep learning elastography


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Real-time regularized ultrasound elastography H Rivaz, E Boctor, M Choti, G Hager Medical Imaging, IEEE Transactions on, 1-1, 2011	208	2011
Ultrasound elastography: a dynamic programming approach H Rivaz, E Boctor, P Foroughi, R Zellars, G Fichtinger, G Hager IEEE transactions on medical imaging 27 (10), 1373-1377, 2008	197	2008
Self-similarity weighted mutual information: a new nonrigid image registration metric H Rivaz, Z Karimaghaloo, DL Collins Medical image analysis 18 (2), 343-358, 2014	108	2014
Automatic deformable MR-ultrasound registration for image-guided neurosurgery H Rivaz, SJS Chen, DL Collins IEEE transactions on medical imaging 34 (2), 366-380, 2015	102	2015
Global time-delay estimation in ultrasound elastography HS Hashemi, H Rivaz IEEE transactions on ultrasonics, ferroelectrics, and frequency control 64 …, 2017	96	2017
Common limitations of image processing metrics: A picture story A Reinke, MD Tizabi, CH Sudre, M Eisenmann, T Rädsch, M Baumgartner, ... arXiv preprint arXiv:2104.05642, 2021	93	2021
RE troSpective Evaluation of Cerebral Tumors (RESECT): A clinical database of pre‐operative MRI and intra‐operative ultrasound in low‐grade glioma surgeries Y Xiao, M Fortin, G Unsgård, H Rivaz, I Reinertsen Medical physics 44 (7), 3875-3882, 2017	76	2017
Ablation Monitoring with Elastography: 2D In-vivo and 3D Ex-vivo Studies H Rivaz, I Fleming, L Assumpcao, G Fichtinger, U Hamper, M Choti, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2008: 11th …, 2008	76	2008
Two-stage ultrasound image segmentation using U-Net and test time augmentation M Amiri, R Brooks, B Behboodi, H Rivaz International journal of computer assisted radiology and surgery 15, 981-988, 2020	70	2020
Ultrasound elastography using multiple images H Rivaz, EM Boctor, MA Choti, GD Hager Medical image analysis 18 (2), 314-329, 2014	64	2014
Nonrigid registration of ultrasound and MRI using contextual conditioned mutual information H Rivaz, Z Karimaghaloo, VS Fonov, DL Collins IEEE transactions on medical imaging 33 (3), 708-725, 2014	62	2014
Evaluation of MRI to ultrasound registration methods for brain shift correction: the CuRIOUS2018 challenge Y Xiao, H Rivaz, M Chabanas, M Fortin, I Machado, Y Ou, MP Heinrich, ... IEEE transactions on medical imaging 39 (3), 777-786, 2020	55	2020
Fine-tuning U-Net for ultrasound image segmentation: different layers, different outcomes M Amiri, R Brooks, H Rivaz IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control 67 …, 2020	53	2020
Displacement estimation in ultrasound elastography using pyramidal convolutional neural network AKZ Tehrani, H Rivaz IEEE transactions on ultrasonics, ferroelectrics, and frequency control 67 …, 2020	53	2020
Intra-operative ultrasound elasticity imaging for monitoring of hepatic tumour thermal ablation MG Van Vledder, EM Boctor, LR Assumpcao, H Rivaz, P Foroughi, ... Hpb 12 (10), 717-723, 2010	53	2010
Gluenet: Ultrasound elastography using convolutional neural network MG Kibria, H Rivaz Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis …, 2018	50	2018
Low variance estimation of backscatter quantitative ultrasound parameters using dynamic programming Z Vajihi, IM Rosado-Mendez, TJ Hall, H Rivaz IEEE transactions on ultrasonics, ferroelectrics, and frequency control 65 …, 2018	45	2018
Deformable registration of preoperative MR, pre-resection ultrasound, and post-resection ultrasound images of neurosurgery H Rivaz, DL Collins International journal of computer assisted radiology and surgery 10, 1017-1028, 2015	42	2015
Deep learning for ultrasound image formation: CUBDL evaluation framework and open datasets D Hyun, A Wiacek, S Goudarzi, S Rothlübbers, A Asif, K Eickel, YC Eldar, ... IEEE transactions on ultrasonics, ferroelectrics, and frequency control 68 …, 2021	41	2021
Vision transformers for classification of breast ultrasound images B Gheflati, H Rivaz 2022 44th Annual International Conference of the IEEE Engineering in …, 2022	39	2022

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