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A patient-aware benchmarking of CNN and transformer architectures for breast cancer histopathology classification

IntroductionBreast cancer diagnosis using histopathological imaging remains a critical yet challenging task, requiring automated systems that generalize reliably across patients and varying imaging conditions. While deep learning models have shown strong performance, many prior studies employ image-...

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主要な著者: Veeram Priyanka, Modigari Narendra, Tharasi Dilleswar Rao
フォーマット: Artigo
言語:Inglês
出版事項: Frontiers Media S.A. 2026-05-01
シリーズ:Frontiers in Digital Health
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オンライン・アクセス:https://www.frontiersin.org/articles/10.3389/fdgth.2026.1752938/full
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