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Keywords

Deep Learning, Image Processing, Ultrasound Imaging, Biomedical Signal Analysis

Countries

Canada

Biography

Mostafa Sharifzadeh received both the B.S. and M.S. degrees in electrical engineering from Iran University of Science and Technology, Tehran, Iran, in 2013 and 2016, respectively. Currently, he is pursuing a Ph.D. in electrical and computer engineering at Concordia University, Montreal, QC, Canada. Following the completion of his master’s degree, he worked for two years as a software engineer. His ongoing research focuses on enhancing the performance of ultrasound modality for biomedical applications by employing deep learning approaches.

Activities

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Works (12)

Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
2024 | Journal article
DOI: 10.1109/TUFFC.2024.3448209
Contributors: Hojat Asgariandehkordi; Sobhan Goudarzi; Mostafa Sharifzadeh; Adrian Basarab; Hassan Rivaz
Source: check_circle
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Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to- Aberration Approach

IEEE Transactions on Medical Imaging
2024-12 | Journal article
DOI: 10.1109/TMI.2024.3422027
Contributors: Mostafa Sharifzadeh; Sobhan Goudarzi; An Tang; Habib Benali; Hassan Rivaz
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Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound

IEEE International Ultrasonics Symposium, IUS
2023 | Conference paper
DOI: 10.1109/IUS51837.2023.10307965
EID:

2-s2.0-85178604557

Part of ISSN: 19485727 19485719
Contributors: Sharifzadeh, M.; Benali, H.; Rivaz, H.
Source: Self-asserted source
Mostafa Sharifzadeh via Scopus - Elsevier

Phase Aberration Correction without Reference Data: An Adaptive Mixed Loss Deep Learning Approach

ArXiv
2023 | Journal article
WOSUID: PPRN:46090353
Contributors: Sharifzadeh, Mostafa; Benali, Habib; Rivaz, Hassan
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Robust RF Data Normalization for Deep Learning

ArXiv
2023 | Journal article
WOSUID: PPRN:83124536
Contributors: Sharifzadeh, Mostafa; Benali, Habib; Rivaz, Hassan
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Segmentation of Intraoperative 3D Ultrasound Images Using a Pyramidal Blur-Pooled 2D U-Net

Lecture Notes in Computer Science
2023 | Journal article
DOI: 10.1007/978-3-031-27324-7_9
WOSUID: WOS:000999032700009
Contributors: Sharifzadeh, Mostafa; Benali, Habib; Rivaz, Hassan
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Bi-Directional Semi-Supervised Training of Convolutional Neural Networks for Ultrasound Elastography Displacement Estimation

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
2022 | Journal article
DOI: 10.1109/TUFFC.2022.3147097
WOSUID: WOS:000792923300006
Contributors: Tehrani, Ali K. Z.; Sharifzadeh, Mostafa; Boctor, Emad; Rivaz, Hassan
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Investigating Shift Variance of Convolutional Neural Networks in Ultrasound Image Segmentation

IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control
2022-05 | Journal article
DOI: 10.1109/TUFFC.2022.3162800
Contributors: Mostafa Sharifzadeh; Habib Benali; Hassan Rivaz
Source: check_circle
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An Ultra-Fast Method for Simulation of Realistic Ultrasound Images

IEEE International Ultrasonics Symposium
2021 | Conference paper
DOI: 10.1109/IUS52206.2021.9593470
WOSUID: WOS:000832095000154
Contributors: Sharifzadeh, Mostafa; Benali, Habib; Rivaz, Hassan
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Shift-Invariant Segmentation in Breast Ultrasound Images

IEEE International Ultrasonics Symposium
2021 | Conference paper
DOI: 10.1109/IUS52206.2021.9593568
WOSUID: WOS:000832095000238
Contributors: Sharifzadeh, Mostafa; Benali, Habib; Rivaz, Hassan
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Ultrasound Domain Adaptation Using Frequency Domain Analysis

IEEE International Ultrasonics Symposium
2021 | Conference paper
DOI: 10.1109/IUS52206.2021.9593856
WOSUID: WOS:000832095000499
Contributors: Sharifzadeh, Mostafa; Tehrani, Ali K. Z.; Benali, Habib; Rivaz, Hassan
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Phase Aberration Correction: A Convolutional Neural Network Approach

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3021685
Contributors: Mostafa Sharifzadeh; Habib Benali; Hassan Rivaz
Source: check_circle
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Peer review (31 reviews for 5 publications/grants)

Review activity for Artificial intelligence in medicine. (1)
Review activity for IEEE access : (6)
Review activity for IEEE transactions on medical imaging. (9)
Review activity for IEEE transactions on ultrasonics, ferroelectrics, and frequency control. (14)
Review activity for Scientific reports. (1)
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