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Benchmarking multiple instance learning architectures from patches to pathology for prostate cancer detection and grading using attention-based weak supervision

Crossref DOI link: https://doi.org/10.1038/s41598-026-39196-x

Published Online: 2026-03-02

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Butt, Naveed Anwer

Sarwat, Dilawaiz

Noya, Irene Delgado

Tutusaus, Kilian

Samee, Nagwan Abdel

Ashraf, Imran
Funding

Funding for this research was provided by:

the European University of Atlantic

Princess Nourah bint Abdulrahman University Researchers Supporting Project (PNURSP2026R746)
License Information

Text and Data Mining valid from 2026-03-02

Accepted Manuscript valid from 2026-03-02
More Information

Article History

Received: 24 August 2025

Accepted: 3 February 2026

First Online: 2 March 2026

Declarations

:

: The authors declare no competing interests.

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