Picture for Ali K. Z. Tehrani

Ali K. Z. Tehrani

Uncertainty Decomposition and Error Margin Detection of Homodyned-K Distribution in Quantitative Ultrasound

Add code
Sep 17, 2024
Viaarxiv icon

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

Add code
Jan 19, 2024
Viaarxiv icon

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

Add code
May 31, 2023
Viaarxiv icon

A deep learning approach for patchless estimation of ultrasound quantitative parametric image with uncertainty measurement

Add code
Feb 24, 2023
Viaarxiv icon

Lateral Strain Imaging using Self-supervised and Physically Inspired Constraints in Unsupervised Regularized Elastography

Add code
Dec 16, 2022
Viaarxiv icon

Homodyned K-distribution: parameter estimation and uncertainty quantification using Bayesian neural networks

Add code
Oct 31, 2022
Viaarxiv icon

Infusing known operators in convolutional neural networks for lateral strain imaging in ultrasound elastography

Add code
Oct 31, 2022
Viaarxiv icon

Deep Estimation of Speckle Statistics Parametric Images

Add code
Jun 08, 2022
Figure 1 for Deep Estimation of Speckle Statistics Parametric Images
Figure 2 for Deep Estimation of Speckle Statistics Parametric Images
Figure 3 for Deep Estimation of Speckle Statistics Parametric Images
Figure 4 for Deep Estimation of Speckle Statistics Parametric Images
Viaarxiv icon

Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography

Add code
Jun 05, 2022
Figure 1 for Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography
Figure 2 for Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography
Viaarxiv icon

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

Add code
Jan 31, 2022
Figure 1 for Bi-Directional Semi-Supervised Training of Convolutional Neural Networks for Ultrasound Elastography Displacement Estimation
Figure 2 for Bi-Directional Semi-Supervised Training of Convolutional Neural Networks for Ultrasound Elastography Displacement Estimation
Figure 3 for Bi-Directional Semi-Supervised Training of Convolutional Neural Networks for Ultrasound Elastography Displacement Estimation
Figure 4 for Bi-Directional Semi-Supervised Training of Convolutional Neural Networks for Ultrasound Elastography Displacement Estimation
Viaarxiv icon