Few-Shot Learning for Prostate Cancer Detection on MRI: Comparative Analysis with Radiologists' Performance.
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| Title: | Few-Shot Learning for Prostate Cancer Detection on MRI: Comparative Analysis with Radiologists' Performance. |
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| 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 |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40563036 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Few-Shot Learning for Prostate Cancer Detection on MRI: Comparative Analysis with Radiologists' Performance. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Yamagishi+Y%22">Yamagishi Y</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Baba+Y%22">Baba Y</searchLink>; Department of Diagnostic Radiology, Saitama Medical University International Medical Center, Saitama Medical University International Medical Center, Hidaka, Japan.<br /><searchLink fieldCode="AU" term="%22Suzuki+J%22">Suzuki J</searchLink>; Department of Diagnostic Radiology, Saitama Medical University International Medical Center, Saitama Medical University International Medical Center, Hidaka, Japan.<br /><searchLink fieldCode="AU" term="%22Okada+Y%22">Okada Y</searchLink>; Department of Diagnostic Radiology, Saitama Medical University International Medical Center, Saitama Medical University International Medical Center, Hidaka, Japan.<br /><searchLink fieldCode="AU" term="%22Kanao+K%22">Kanao K</searchLink>; Department of Urological Oncology, Saitama Medical University International Medical Center, Hidaka, Japan.<br /><searchLink fieldCode="AU" term="%22Oyama+M%22">Oyama M</searchLink>; Department of Urological Oncology, Saitama Medical University International Medical Center, Hidaka, Japan. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229918663679206676%22">Journal of imaging informatics in medicine</searchLink> [J Imaging Inform Med] 2026 Apr; Vol. 39 (2), pp. 1619-1631. <i>Date of Electronic Publication: </i>2025 Jun 25. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Comparative Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Nature%22">Springer Nature </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>9918663679206676 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2948-2933 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2229482925%22">29482925 </searchLink><i>NLM ISO Abbreviation: </i>J Imaging Inform Med <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40563036 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s10278-025-01581-9 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1619 Titles: – TitleFull: Few-Shot Learning for Prostate Cancer Detection on MRI: Comparative Analysis with Radiologists' Performance. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Yamagishi Y – PersonEntity: Name: NameFull: Baba Y – PersonEntity: Name: NameFull: Suzuki J – PersonEntity: Name: NameFull: Okada Y – PersonEntity: Name: NameFull: Kanao K – PersonEntity: Name: NameFull: Oyama M IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: 2026 Apr Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2948-2933 Numbering: – Type: volume Value: 39 – Type: issue Value: 2 Titles: – TitleFull: Journal of imaging informatics in medicine Type: main |
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