Enhancing Reliable Prostate Lesion Detection: Integrating Multi-Expert Annotations and Tailored nnU-Net Ensemble Learning Strategies.
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| Title: | Enhancing Reliable Prostate Lesion Detection: Integrating Multi-Expert Annotations and Tailored nnU-Net Ensemble Learning Strategies. |
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| Authors: | Jozwiak, Rafal1,2, rafal.jozwiak@opi.org.pl, Gonet, Michal1,2, Mycka, Jan1,3, Mykhalevych, Ihor1,4, Radomski, Dariusz S.3,4,5, Tupikowski, Krzysztof5,6, Lorenc, Tomasz7, Dolowy, Joanna8, Zacharzewska-Gondek, Anna9 |
| Source: | Applied Sciences (2076-3417); Apr2026, Vol. 16 Issue 8, p3932, 14p |
| Database: | Applied Science & Technology Source |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 193440704 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Enhancing Reliable Prostate Lesion Detection: Integrating Multi-Expert Annotations and Tailored nnU-Net Ensemble Learning Strategies. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Jozwiak%2C+Rafal%22">Jozwiak, Rafal</searchLink><relatesTo>1,2</relatesTo>, <i>rafal.jozwiak@opi.org.pl</i><br /><searchLink fieldCode="AU" term="%22Gonet%2C+Michal%22">Gonet, Michal</searchLink><relatesTo>1,2</relatesTo><br /><searchLink fieldCode="AU" term="%22Mycka%2C+Jan%22">Mycka, Jan</searchLink><relatesTo>1,3</relatesTo><br /><searchLink fieldCode="AU" term="%22Mykhalevych%2C+Ihor%22">Mykhalevych, Ihor</searchLink><relatesTo>1,4</relatesTo><br /><searchLink fieldCode="AU" term="%22Radomski%2C+Dariusz+S%2E%22">Radomski, Dariusz S.</searchLink><relatesTo>3,4,5</relatesTo><br /><searchLink fieldCode="AU" term="%22Tupikowski%2C+Krzysztof%22">Tupikowski, Krzysztof</searchLink><relatesTo>5,6</relatesTo><br /><searchLink fieldCode="AU" term="%22Lorenc%2C+Tomasz%22">Lorenc, Tomasz</searchLink><relatesTo>7</relatesTo><br /><searchLink fieldCode="AU" term="%22Dolowy%2C+Joanna%22">Dolowy, Joanna</searchLink><relatesTo>8</relatesTo><br /><searchLink fieldCode="AU" term="%22Zacharzewska-Gondek%2C+Anna%22">Zacharzewska-Gondek, Anna</searchLink><relatesTo>9</relatesTo> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Applied+Sciences+%282076-3417%29%22">Applied Sciences (2076-3417)</searchLink>; Apr2026, Vol. 16 Issue 8, p3932, 14p |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193440704 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/app16083932 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 14 StartPage: 3932 Titles: – TitleFull: Enhancing Reliable Prostate Lesion Detection: Integrating Multi-Expert Annotations and Tailored nnU-Net Ensemble Learning Strategies. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Jozwiak, Rafal – PersonEntity: Name: NameFull: Gonet, Michal – PersonEntity: Name: NameFull: Mycka, Jan – PersonEntity: Name: NameFull: Mykhalevych, Ihor – PersonEntity: Name: NameFull: Radomski, Dariusz S. – PersonEntity: Name: NameFull: Tupikowski, Krzysztof – PersonEntity: Name: NameFull: Lorenc, Tomasz – PersonEntity: Name: NameFull: Dolowy, Joanna – PersonEntity: Name: NameFull: Zacharzewska-Gondek, Anna IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 04 Text: Apr2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 20763417 Numbering: – Type: volume Value: 16 – Type: issue Value: 8 Titles: – TitleFull: Applied Sciences (2076-3417) Type: main |
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