Hassan Rivaz

Assistant Professor

Concordia University

Canada

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Articles (16)

Displacement Tracking Techniques in Ultrasound Elastography: From Cross Correlation to Deep Learning

Year:

2024

Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models

Year:

2024

Homodyned K-Distribution Parameter Estimation in Quantitative Ultrasound: Autoencoder and Bayesian Neural Network Approaches

Year:

2024

Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to-Aberration Approach

Year:

2024

MixTURE: L1-Norm-Based Mixed Second-Order Continuity in Strain Tensor Ultrasound Elastography

Year:

2024

The Big Bang of Deep Learning in Ultrasound-Guided Surgery: A Review

Year:

2023

Lateral Strain Imaging Using Self-Supervised and Physically Inspired Constraints in Unsupervised Regularized Elastography

Year:

2023

A Unifying Approach to Inverse Problems of Ultrasound Beamforming and Deconvolution

Year:

2023

Exploiting Mechanics-Based Priors for Lateral Displacement Estimation in Ultrasound Elastography

Year:

2023

Segmentation of Arm Ultrasound Images in Breast Cancer-Related Lymphedema: A Database and Deep Learning Algorithm

Year:

2023

Physics-Inspired Regularized Pulse-Echo Quantitative Ultrasound: Efficient Optimization With ADMM

Year:

2023

Incorporating Gradient Similarity for Robust Time Delay Estimation in Ultrasound Elastography

Year:

2022

Inverse Problem of Ultrasound Beamforming With Denoising-Based Regularized Solutions

Year:

2022

Investigating Shift Variance of Convolutional Neural Networks in Ultrasound Image Segmentation

Year:

2022

Bi-Directional Semi-Supervised Training of Convolutional Neural Networks for Ultrasound Elastography Displacement Estimation

Year:

2022

Robust Scatterer Number Density Segmentation of Ultrasound Images

Year:

2022

Collaborators (4)

Adrian Basarab

Professor

Université Claude Bernard Lyon 1

FRANCE

Timothy Hall

Professor

University of Wisconsin-Madison

UNITED STATES

Guy Cloutier

-

CANADA

Ilker Hacihaliloglu

Assistant Professor

The University of British Columbia

CANADA

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