Accuracy of machine learning models for pre-diagnosis and diagnosis of pancreatic ductal adenocarcinoma in contrast-CT images: a systematic review and meta-analysis.
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| Title: | Accuracy of machine learning models for pre-diagnosis and diagnosis of pancreatic ductal adenocarcinoma in contrast-CT images: a systematic review and meta-analysis. |
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| Authors: | Lopes Costa GL; Federal University of Santa Catarina, Florianópolis, Brazil. gerrard_lucas@hotmail.com.; Brazilian Center for Evidence-Based Research, Federal University of Santa Catarina, Florianópolis, Brazil. gerrard_lucas@hotmail.com., Tasca Petroski G; Federal University of Santa Catarina, Florianópolis, Brazil.; Brazilian Center for Evidence-Based Research, Federal University of Santa Catarina, Florianópolis, Brazil., Machado LG; Federal University of Santa Catarina, Florianópolis, Brazil.; Brazilian Center for Evidence-Based Research, Federal University of Santa Catarina, Florianópolis, Brazil., Eulalio Santos B; Federal University of Santa Catarina, Florianópolis, Brazil., de Oliveira Ramos F; Federal University of Santa Catarina, Florianópolis, Brazil., Feuerschuette Neto LM; Radiology Department, Ultralitho Centro Médico, Florianópolis, Brazil., De Luca Canto G; Brazilian Center for Evidence-Based Research, Federal University of Santa Catarina, Florianópolis, Brazil. |
| Source: | Abdominal radiology (New York) [Abdom Radiol (NY)] 2025 Jul; Vol. 50 (7), pp. 3199-3213. Date of Electronic Publication: 2024 Dec 25. |
| Publication Type: | Journal Article; Systematic Review; Meta-Analysis |
| Journal Info: | Publisher: Springer Country of Publication: United States NLM ID: 101674571 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2366-0058 (Electronic) NLM ISO Abbreviation: Abdom Radiol (NY) Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39720966 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Accuracy of machine learning models for pre-diagnosis and diagnosis of pancreatic ductal adenocarcinoma in contrast-CT images: a systematic review and meta-analysis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Lopes+Costa+GL%22">Lopes Costa GL</searchLink>; Federal University of Santa Catarina, Florianópolis, Brazil. gerrard&#95;lucas@hotmail.com.; Brazilian Center for Evidence-Based Research, Federal University of Santa Catarina, Florianópolis, Brazil. gerrard&#95;lucas@hotmail.com.<br /><searchLink fieldCode="AU" term="%22Tasca+Petroski+G%22">Tasca Petroski G</searchLink>; Federal University of Santa Catarina, Florianópolis, Brazil.; Brazilian Center for Evidence-Based Research, Federal University of Santa Catarina, Florianópolis, Brazil.<br /><searchLink fieldCode="AU" term="%22Machado+LG%22">Machado LG</searchLink>; Federal University of Santa Catarina, Florianópolis, Brazil.; Brazilian Center for Evidence-Based Research, Federal University of Santa Catarina, Florianópolis, Brazil.<br /><searchLink fieldCode="AU" term="%22Eulalio+Santos+B%22">Eulalio Santos B</searchLink>; Federal University of Santa Catarina, Florianópolis, Brazil.<br /><searchLink fieldCode="AU" term="%22de+Oliveira+Ramos+F%22">de Oliveira Ramos F</searchLink>; Federal University of Santa Catarina, Florianópolis, Brazil.<br /><searchLink fieldCode="AU" term="%22Feuerschuette+Neto+LM%22">Feuerschuette Neto LM</searchLink>; Radiology Department, Ultralitho Centro Médico, Florianópolis, Brazil.<br /><searchLink fieldCode="AU" term="%22De+Luca+Canto+G%22">De Luca Canto G</searchLink>; Brazilian Center for Evidence-Based Research, Federal University of Santa Catarina, Florianópolis, Brazil. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101674571%22">Abdominal radiology (New York)</searchLink> [Abdom Radiol (NY)] 2025 Jul; Vol. 50 (7), pp. 3199-3213. <i>Date of Electronic Publication: </i>2024 Dec 25. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Systematic Review; Meta-Analysis – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101674571 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2366-0058 (Electronic) <i>NLM ISO Abbreviation: </i>Abdom Radiol (NY) <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39720966 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s00261-024-04771-1 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 3199 Titles: – TitleFull: Accuracy of machine learning models for pre-diagnosis and diagnosis of pancreatic ductal adenocarcinoma in contrast-CT images: a systematic review and meta-analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Lopes Costa GL – PersonEntity: Name: NameFull: Tasca Petroski G – PersonEntity: Name: NameFull: Machado LG – PersonEntity: Name: NameFull: Eulalio Santos B – PersonEntity: Name: NameFull: de Oliveira Ramos F – PersonEntity: Name: NameFull: Feuerschuette Neto LM – PersonEntity: Name: NameFull: De Luca Canto G IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: 2025 Jul Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 2366-0058 Numbering: – Type: volume Value: 50 – Type: issue Value: 7 Titles: – TitleFull: Abdominal radiology (New York) Type: main |
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