Prediction of biochemical prostate cancer recurrence from any Gleason score using robust tissue structure and clinically available information

Prediction of biochemical prostate cancer recurrence from any Gleason score using robust tissue structure and clinically available information

Abstract Biopsy information and protein Prostate-Specific Antigen (PSA) levels are the most robust information available to oncologists worldwide to diagnose and decide therapies for prostate cancer patients. However, prostate cancer presents a high risk of recurrence, and the technologies used to e...

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Bibliographic Details
Main Authors: Laura E. Marin, Daniel I. Zavaleta-Guzman, Jessyca I. Gutierrez-Garcia, Daniel Racoceanu, Fanny L. Casado
Format: Article
Language:English
Published: Springer 2025-02-01
Series:Discover Oncology
Subjects:
Prostate cancer
Biochemical recurrence
U-Net architecture
Gleason score
Whole slide histopathology image
Hematoxylin and Eosin staining
Online Access:https://doi.org/10.1007/s12672-025-01896-7
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https://doi.org/10.1007/s12672-025-01896-7

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