One novel transfer learning-based CLIP model combined with self-attention mechanism for differentiating the tumor-stroma ratio in pancreatic ductal adenocarcinoma.
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| Title: | One novel transfer learning-based CLIP model combined with self-attention mechanism for differentiating the tumor-stroma ratio in pancreatic ductal adenocarcinoma. |
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| Authors: | Liao H; Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China., Yuan J; College of Computer and Information Science, Southwest University, Chongqing, 400715, China., Liu C; Department of Radiology, Daping Hospital, Army Medical University, Chongqing, China., Zhang J; Department of Radiology, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, China., Yang Y; Department of Pathology, Molecular Medicine and Cancer Research Center, Chongqing Medical University, Chongqing, 400016, China., Liang H; Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China., Liu H; Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China., Chen S; College of Computer and Information Science, Southwest University, Chongqing, 400715, China. csxpml@163.com., Li Y; Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. lymzhang70@163.com. |
| Source: | La Radiologia medica [Radiol Med] 2024 Nov; Vol. 129 (11), pp. 1559-1574. Date of Electronic Publication: 2024 Oct 16. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: Springer Milan Country of Publication: Italy NLM ID: 0177625 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1826-6983 (Electronic) Linking ISSN: 00338362 NLM ISO Abbreviation: Radiol Med Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39412688 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: One novel transfer learning-based CLIP model combined with self-attention mechanism for differentiating the tumor-stroma ratio in pancreatic ductal adenocarcinoma. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Liao+H%22">Liao H</searchLink>; Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Yuan+J%22">Yuan J</searchLink>; College of Computer and Information Science, Southwest University, Chongqing, 400715, China.<br /><searchLink fieldCode="AU" term="%22Liu+C%22">Liu C</searchLink>; Department of Radiology, Daping Hospital, Army Medical University, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Zhang+J%22">Zhang J</searchLink>; Department of Radiology, The Third Affiliated Hospital of Chongqing Medical University, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Yang+Y%22">Yang Y</searchLink>; Department of Pathology, Molecular Medicine and Cancer Research Center, Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Liang+H%22">Liang H</searchLink>; Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Liu+H%22">Liu H</searchLink>; Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China.<br /><searchLink fieldCode="AU" term="%22Chen+S%22">Chen S</searchLink>; College of Computer and Information Science, Southwest University, Chongqing, 400715, China. csxpml@163.com.<br /><searchLink fieldCode="AU" term="%22Li+Y%22">Li Y</searchLink>; Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China. lymzhang70@163.com. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220177625%22">La Radiologia medica</searchLink> [Radiol Med] 2024 Nov; Vol. 129 (11), pp. 1559-1574. <i>Date of Electronic Publication: </i>2024 Oct 16. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Multicenter Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+Milan%22">Springer Milan </searchLink><i>Country of Publication: </i>Italy <i>NLM ID: </i>0177625 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1826-6983 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200338362%22">00338362 </searchLink><i>NLM ISO Abbreviation: </i>Radiol Med <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39412688 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1007/s11547-024-01902-y Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1559 Titles: – TitleFull: One novel transfer learning-based CLIP model combined with self-attention mechanism for differentiating the tumor-stroma ratio in pancreatic ductal adenocarcinoma. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Liao H – PersonEntity: Name: NameFull: Yuan J – PersonEntity: Name: NameFull: Liu C – PersonEntity: Name: NameFull: Zhang J – PersonEntity: Name: NameFull: Yang Y – PersonEntity: Name: NameFull: Liang H – PersonEntity: Name: NameFull: Liu H – PersonEntity: Name: NameFull: Chen S – PersonEntity: Name: NameFull: Li Y IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 11 Text: 2024 Nov Type: published Y: 2024 Identifiers: – Type: issn-electronic Value: 1826-6983 Numbering: – Type: volume Value: 129 – Type: issue Value: 11 Titles: – TitleFull: La Radiologia medica Type: main |
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