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Ali Kafaei Zad Tehrani
at Concordia Univ
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Publications (4)
Proceedings Article | 10 April 2023 Poster + Paper
A deep learning approach for patchless estimation of ultrasound quantitative parametric image with uncertainty measurement
Proceedings Volume 12470, 1247010 (2023) https://doi.org/10.1117/12.2651583
KEYWORDS: Ultrasonography, Statistical analysis, Education and training, Deep learning, Data modeling, Tissues, Point spread functions, Measurement uncertainty, Backscatter, Scattering
Proceedings Article | 15 February 2021 Presentation + Paper
MPWC-Net++: evolution of optical flow pyramidal convolutional neural network for ultrasound elastography
Proceedings Volume 11602, 1160206 (2021) https://doi.org/10.1117/12.2582316
KEYWORDS: Optical flow, Ultrasonography, Machine vision, Computer vision technology, Elastography, Feature extraction, Convolutional neural networks, Tissues, Signal analyzers
Proceedings Article | 15 February 2021 Presentation + Paper
Deep classification of breast cancer in ultrasound images: more classes, better results with multi-task learning
Proceedings Volume 11602, 116020S (2021) https://doi.org/10.1117/12.2581930
KEYWORDS: Ultrasonography, Image classification, Breast cancer, Breast, Mammography, Image segmentation, Feature extraction, Convolution, Transducers, Tissues
Proceedings Article | 27 February 2019 Paper
Application of Demons algorithm in ultrasound elastography using B-mode ultrasound images
Proceedings Volume 10878, 108786P (2019) https://doi.org/10.1117/12.2508817
KEYWORDS: Ultrasonography, Image registration, Tumors, Elastography, Tissues, Chromium, Optimization (mathematics), Biomedical engineering, Rigid registration, Computer simulations
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