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A Noise-Aware Robustness Evaluation Framework for Breast Cancer Classification in Ultrasound Imaging.

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Title: A Noise-Aware Robustness Evaluation Framework for Breast Cancer Classification in Ultrasound Imaging.
Authors: Arriz-Jorquiera M; Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, FL, 33620, USA. arrizjorquiera@usf.edu., Bakht A; Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, FL, 33620, USA., Uysal I; Department of Electrical Engineering, University of South Florida, Tampa, FL, 33620, USA., Del Toro MH; Tower Radiology, University of South Florida, Tampa, USA., Lai-Yuen S; Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, FL, 33620, USA., Zayas-Castro JL; Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, FL, 33620, USA.
Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Jul 16. Date of Electronic Publication: 2026 Jul 16.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Arriz-Jorquiera+M%22">Arriz-Jorquiera M</searchLink>; Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, FL, 33620, USA. arrizjorquiera@usf.edu.<br /><searchLink fieldCode="AU" term="%22Bakht+A%22">Bakht A</searchLink>; Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, FL, 33620, USA.<br /><searchLink fieldCode="AU" term="%22Uysal+I%22">Uysal I</searchLink>; Department of Electrical Engineering, University of South Florida, Tampa, FL, 33620, USA.<br /><searchLink fieldCode="AU" term="%22Del+Toro+MH%22">Del Toro MH</searchLink>; Tower Radiology, University of South Florida, Tampa, USA.<br /><searchLink fieldCode="AU" term="%22Lai-Yuen+S%22">Lai-Yuen S</searchLink>; Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, FL, 33620, USA.<br /><searchLink fieldCode="AU" term="%22Zayas-Castro+JL%22">Zayas-Castro JL</searchLink>; Department of Industrial and Management Systems Engineering, University of South Florida, Tampa, FL, 33620, USA.
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        Value: 10.1007/s10278-026-02114-8
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              Text: 2026 Jul 16
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