Exploiting Mechanics-Based Priors for Lateral Displacement Estimation in Ultrasound Elastography
Ashikuzzaman, Md, Tehrani, Ali K. Z., Rivaz, Hassan
Published in IEEE transactions on medical imaging (01.11.2023)
Published in IEEE transactions on medical imaging (01.11.2023)
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Journal Article
Bi-Directional Semi-Supervised Training of Convolutional Neural Networks for Ultrasound Elastography Displacement Estimation
Tehrani, Ali K. Z., Sharifzadeh, Mostafa, Boctor, Emad, Rivaz, Hassan
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.04.2022)
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.04.2022)
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Journal Article
Homodyned K-Distribution Parameter Estimation in Quantitative Ultrasound: Autoencoder and Bayesian Neural Network Approaches
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)
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.03.2024)
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Journal Article
Ultrasound Scatterer Density Classification Using Convolutional Neural Networks and Patch Statistics
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)
Published in IEEE transactions on ultrasonics, ferroelectrics, and frequency control (01.08.2021)
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Journal Article
Deep Model Projected Statistical Features for Homodyned K-Distribution Parameters Estimation
Tehrani, Ali K. Z., Rosado-Mendez, Ivan M., Rivaz, Hassan
Published in 2023 IEEE International Ultrasonics Symposium (IUS) (03.09.2023)
Published in 2023 IEEE International Ultrasonics Symposium (IUS) (03.09.2023)
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Conference Proceeding
Ultrasound Domain Adaptation Using Frequency Domain Analysis
Sharifzadeh, Mostafa, Tehrani, Ali K. Z., Benali, Habib, Rivaz, Hassan
Published in 2021 IEEE International Ultrasonics Symposium (IUS) (11.09.2021)
Published in 2021 IEEE International Ultrasonics Symposium (IUS) (11.09.2021)
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Conference Proceeding
Real-time and High Quality Ultrasound Elastography Using Convolutional Neural Network by Incorporating Analytic Signal
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)
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
Advancements in Shear Wave Elastography with Neural Networks and Multi-Resolution Approaches
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)
Published in 2023 IEEE International Ultrasonics Symposium (IUS) (03.09.2023)
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Conference Proceeding
Segmentation of Ultrasound Images based on Scatterer Density using U-Net
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)
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
Journal Article
A Pilot Study on Scatterer Density Classification of Ultrasound Images Using Deep Neural Networks
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)
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