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Few-Shot Learning for Prostate Cancer Detection on MRI: Comparative Analysis with Radiologists' Performance.

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Bibliographic Details
Title: Few-Shot Learning for Prostate Cancer Detection on MRI: Comparative Analysis with Radiologists' Performance.
Authors: Yamagishi Y; Department of Diagnostic Radiology, Saitama Medical University International Medical Center, Saitama Medical University International Medical Center, Hidaka, Japan. yamagishi-yosuke0115@g.ecc.u-tokyo.ac.jp.; Department of Radiology and Biomedical Engineering, Graduate School of Medicine, The University of Tokyo, Bunkyo City, Tokyo, Japan. yamagishi-yosuke0115@g.ecc.u-tokyo.ac.jp., Baba Y; Department of Diagnostic Radiology, Saitama Medical University International Medical Center, Saitama Medical University International Medical Center, Hidaka, Japan., Suzuki J; Department of Diagnostic Radiology, Saitama Medical University International Medical Center, Saitama Medical University International Medical Center, Hidaka, Japan., Okada Y; Department of Diagnostic Radiology, Saitama Medical University International Medical Center, Saitama Medical University International Medical Center, Hidaka, Japan., Kanao K; Department of Urological Oncology, Saitama Medical University International Medical Center, Hidaka, Japan., Oyama M; Department of Urological Oncology, Saitama Medical University International Medical Center, Hidaka, Japan.
Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 Apr; Vol. 39 (2), pp. 1619-1631. Date of Electronic Publication: 2025 Jun 25.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2948-2933
DOI:10.1007/s10278-025-01581-9