Search Results - "Tehrani, Ali K. Z." :: K.UTB vyhledávací portál

Displacement Estimation in Ultrasound Elastography Using Pyramidal Convolutional Neural Network

by Tehrani, Ali K. Z., Rivaz, Hassan
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.12.2020)

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

by Tehrani, Ali K. Z., Ashikuzzaman, Md, Rivaz, Hassan
Published in IEEE transactions on medical imaging (01.05.2023)

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

by Ashikuzzaman, Md, Tehrani, Ali K. Z., Rivaz, Hassan
Published in IEEE transactions on medical imaging (01.11.2023)

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

by Tehrani, Ali K. Z., Sharifzadeh, Mostafa, Boctor, Emad, Rivaz, Hassan
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.04.2022)

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

by Tehrani, Ali K. Z., Cloutier, Guy, Tang, An, Rosado-Mendez, Ivan M., Rivaz, Hassan
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.03.2024)

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Robust Scatterer Number Density Segmentation of Ultrasound Images

by Tehrani, Ali K. Z., Rosado-Mendez, Ivan M., Rivaz, Hassan
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.04.2022)

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Physically Inspired Constraint for Unsupervised Regularized Ultrasound Elastography

by K. Z. Tehrani, Ali, Rivaz, Hassan
Published in Medical Image Computing and Computer Assisted Intervention – MICCAI 2022

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SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage

by Aktar, Mumu, Xiao, Yiming, Tehrani, Ali K.Z., Tampieri, Donatella, Rivaz, Hassan, Kersten-Oertel, Marta
Published in Computerized medical imaging and graphics (01.04.2024)

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Ultrasound Scatterer Density Classification Using Convolutional Neural Networks and Patch Statistics

by Tehrani, Ali K. Z., Amiri, Mina, Rosado-Mendez, Ivan M., Hall, Timothy J., Rivaz, Hassan
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.08.2021)

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Real-time and High Quality Ultrasound Elastography Using Convolutional Neural Network by Incorporating Analytic Signal

by Tehrani, Ali K. Z., Amiri, Mina, Rivaz, Hassan
Published in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.07.2020)

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Conference Proceeding

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Homodyned K-Distribution: Parameter Estimation and Uncertainty Quantification Using Bayesian Neural Networks

by Tehrani, Ali K. Z., Rosado-Mendez, Ivan M., Rivaz, Hassan
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)

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Deep Estimation of Speckle Statistics Parametric Images

by Tehrani, Ali K. Z., Rosado-Mendez, Ivan M., Rivaz, Hassan
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)

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

by Amiri, Mina, Tehrani, Ali K. Z., Rivaz, Hassan
Published in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.07.2020)

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A Pilot Study on Scatterer Density Classification of Ultrasound Images Using Deep Neural Networks

by Tehrani, Ali K. Z., Amiri, Mina, Rosado-Mendez, Ivan M., Hall, Timothy J., Rivaz, Hassan
Published in 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.07.2020)

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Deep Model Projected Statistical Features for Homodyned K-Distribution Parameters Estimation

by Tehrani, Ali K. Z., Rosado-Mendez, Ivan M., Rivaz, Hassan
Published in 2023 IEEE International Ultrasonics Symposium (IUS) (03.09.2023)

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Ultrasound Domain Adaptation Using Frequency Domain Analysis

by Sharifzadeh, Mostafa, Tehrani, Ali K. Z., Benali, Habib, Rivaz, Hassan
Published in 2021 IEEE International Ultrasonics Symposium (IUS) (11.09.2021)

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Advancements in Shear Wave Elastography with Neural Networks and Multi-Resolution Approaches

by Tehrani, Ali K. Z., Dayavansha, E. G. Sunethra, Gu, Yuyang, Jakovljevic, Marko, Wang, Mike, Tadross, Rimon, Rivaz, Hassan, Thomenius, Kai, Samir, Anthony E.
Published in 2023 IEEE International Ultrasonics Symposium (IUS) (03.09.2023)

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