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Transfer learning with CNNs for efficient prostate cancer and BPH detection in transrectal ultrasound images

Abstract Early detection of prostate cancer (PCa) and benign prostatic hyperplasia (BPH) is crucial for maintaining the health and well-being of aging male populations. This study aims to evaluate the performance of transfer learning with convolutional neural networks (CNNs) for efficient classifica...

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Autors principals: Te-Li Huang, Nan-Han Lu, Yung-Hui Huang, Wen-Hung Twan, Li-Ren Yeh, Kuo-Ying Liu, Tai-Been Chen
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2023-12-01
Col·lecció:Scientific Reports
Accés en línia:https://doi.org/10.1038/s41598-023-49159-1
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