Development of a deep learning system for predicting biochemical recurrence in prostate cancer

Abstract Background Biochemical recurrence (BCR) occurs in 20%–40% of men with prostate cancer (PCa) who undergo radical prostatectomy. Predicting which patients will experience BCR in advance helps in formulating more targeted prostatectomy procedures. However, current preoperative recurrence predi...

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Hlavní autoři:	Lu Cao, Ruimin He, Ao Zhang, Lingmei Li, Wenfeng Cao, Ning Liu, Peisen Zhang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	BMC 2025-02-01
Edice:	BMC Cancer
Témata:	Prostate cancer biopsy Biochemical recurrence Deep learning Multi instance learning
On-line přístup:	https://doi.org/10.1186/s12885-025-13628-9
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