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Authors
Sheibani-Asl, Nasrin
Osapoetra, Laurentius O.
Czarnota, Gregory J.
Sadeghi-Naini, Ali
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Funding
Funding for this research was provided by:
Terry Fox Foundation (1083)
Terry Fox Foundation (1083)
Lotte and John Hecht Memorial Foundation (1083)
Lotte and John Hecht Memorial Foundation (1083)
Natural Sciences and Engineering Research Council of Canada (RGPIN-2024-06265)
Ontario Ministry of Colleges and Universities (ER19-15-307)
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Article History
Received: 25 September 2025
Accepted: 3 March 2026
First Online: 7 March 2026
Declarations
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: A.S.N. and G.J.C. are inventors of patents on “System and method for classifying and characterizing tissues using first-order and second order statistics of quantitative ultrasound parametric maps”, “Systems and methods for prediction of tumour response to chemotherapy using pre-treatment quantitative ultrasound parameters”, “Systems and methods for characterizing intra-tumor regions on quantitative ultrasound parametric images to predict cancer response to chemotherapy at pre-treatment”, and “Deep learning of quantitative ultrasound multi-parametric images at pre-treatment to predict breast cancer response to chemotherapy”.
