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

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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Bibliographic Details
Main Authors: Lu Cao, Ruimin He, Ao Zhang, Lingmei Li, Wenfeng Cao, Ning Liu, Peisen Zhang
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BMC Cancer
Subjects:
Prostate cancer biopsy
Biochemical recurrence
Deep learning
Multi instance learning
Online Access:https://doi.org/10.1186/s12885-025-13628-9
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