Multilayer perceptron deep learning radiomics model based on Gd-BOPTA MRI to identify vessels encapsulating tumor clusters in hepatocellular carcinoma: a multi-center study.
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| Title: | Multilayer perceptron deep learning radiomics model based on Gd-BOPTA MRI to identify vessels encapsulating tumor clusters in hepatocellular carcinoma: a multi-center study. |
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| Authors: | Gu M; Department of Radiology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China., Zou W; Department of Radiology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China., Chen H; School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China., He R; School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China., Zhao X; Department of Radiology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China., Jia N; Department of Radiology, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai, China., Liu W; Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China., Wang P; Department of Radiology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China. peijunwangtjyy@163.com. |
| Source: | Cancer imaging : the official publication of the International Cancer Imaging Society [Cancer Imaging] 2025 Jul 07; Vol. 25 (1), pp. 87. Date of Electronic Publication: 2025 Jul 07. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: Springer Nature Country of Publication: England NLM ID: 101172931 Publication Model: Electronic Cited Medium: Internet ISSN: 1470-7330 (Electronic) Linking ISSN: 14707330 NLM ISO Abbreviation: Cancer Imaging Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40624579 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Multilayer perceptron deep learning radiomics model based on Gd-BOPTA MRI to identify vessels encapsulating tumor clusters in hepatocellular carcinoma: a multi-center study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Gu+M%22">Gu M</searchLink>; Department of Radiology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zou+W%22">Zou W</searchLink>; Department of Radiology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Chen+H%22">Chen H</searchLink>; School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22He+R%22">He R</searchLink>; School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zhao+X%22">Zhao X</searchLink>; Department of Radiology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Jia+N%22">Jia N</searchLink>; Department of Radiology, Eastern Hepatobiliary Surgery Hospital, The Third Affiliated Hospital of Naval Medical University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Liu+W%22">Liu W</searchLink>; Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Wang+P%22">Wang P</searchLink>; Department of Radiology, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China. peijunwangtjyy@163.com. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101172931%22">Cancer imaging : the official publication of the International Cancer Imaging Society</searchLink> [Cancer Imaging] 2025 Jul 07; Vol. 25 (1), pp. 87. <i>Date of Electronic Publication: </i>2025 Jul 07. – 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+Nature%22">Springer Nature </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101172931 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1470-7330 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214707330%22">14707330 </searchLink><i>NLM ISO Abbreviation: </i>Cancer Imaging <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40624579 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s40644-025-00895-9 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 87 Titles: – TitleFull: Multilayer perceptron deep learning radiomics model based on Gd-BOPTA MRI to identify vessels encapsulating tumor clusters in hepatocellular carcinoma: a multi-center study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Gu M – PersonEntity: Name: NameFull: Zou W – PersonEntity: Name: NameFull: Chen H – PersonEntity: Name: NameFull: He R – PersonEntity: Name: NameFull: Zhao X – PersonEntity: Name: NameFull: Jia N – PersonEntity: Name: NameFull: Liu W – PersonEntity: Name: NameFull: Wang P IsPartOfRelationships: – BibEntity: Dates: – D: 07 M: 07 Text: 2025 Jul 07 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1470-7330 Numbering: – Type: volume Value: 25 – Type: issue Value: 1 Titles: – TitleFull: Cancer imaging : the official publication of the International Cancer Imaging Society Type: main |
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