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Diagnostic performance of machine learning algorithms in breast ultrasound: A systematic review and meta-analysis Cover

Diagnostic performance of machine learning algorithms in breast ultrasound: A systematic review and meta-analysis

Open Access
|Sep 2026
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Authors

Gianluca Sellaro

gianlucasellaro421@gmail.com

Department of Radiology, Humanitas Research Hospital, Milan, Italy
Department of Biomedical Sciences, Humanitas University, Milan, Italy

Pasquale Pellegrino

Department of Biomedical Sciences, Magna Graecia University of Catanzaro, Catanzaro, Italy
Department of Radiology, Mater Domini University Hospital, Catanzaro, Italy

Francesco Spinelli

UOS Breast Surgery, University Hospital Sant’Andrea, Rome, Italy
Department of Clinical and Molecular Medicine, Sapienza University of Rome, Rome, Italy

Daniela Bernardi

Department of Radiology, Humanitas Research Hospital, Milan, Italy
Department of Biomedical Sciences, Humanitas University, Milan, Italy
DOI: https://doi.org/10.2478/pjmpe-2026-0022 | Journal eISSN: 1898-0309 (formerly 1425-4689) | Journal ISSN: 1425-4689
Language: English
Page range: 206 - 226
Submitted on: Jun 30, 2026
Accepted on: Aug 26, 2026
Published online: Sep 30, 2026
Published in print: Sep 1, 2026
Published by: Polish Society of Medical Physics
In partnership with: Paradigm Publishing Services

© 2026 Gianluca Sellaro, Pasquale Pellegrino, Francesco Spinelli, Daniela Bernardi, published by Polish Society of Medical Physics
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.