Slit Lamp Report Generation and Question Answering: Development and Validation of a Multimodal Transformer Model with Large Language Model Integration.
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| Title: | Slit Lamp Report Generation and Question Answering: Development and Validation of a Multimodal Transformer Model with Large Language Model Integration. |
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| Authors: | Zhao Z; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China., Zhang W; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China., Chen X; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China., Song F; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China., Gunasegaram J; Monash University, Victoria, Australia., Huang W; Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China., Shi D; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Hong Kong, China., He M; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Hong Kong, China.; Centre for Eye and Vision Research (CEVR), Hong Kong, China., Liu N; Guangzhou Cadre and Talent Health Management Center, Guangzhou, China. |
| Source: | Journal of medical Internet research [J Med Internet Res] 2024 Dec 30; Vol. 26, pp. e54047. Date of Electronic Publication: 2024 Dec 30. |
| Publication Type: | Journal Article; Validation Study; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: JMIR Publications Country of Publication: Canada NLM ID: 100959882 Publication Model: Electronic Cited Medium: Internet ISSN: 1438-8871 (Electronic) Linking ISSN: 14388871 NLM ISO Abbreviation: J Med Internet Res Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39753218 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Slit Lamp Report Generation and Question Answering: Development and Validation of a Multimodal Transformer Model with Large Language Model Integration. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Zhao+Z%22">Zhao Z</searchLink>; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Zhang+W%22">Zhang W</searchLink>; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Chen+X%22">Chen X</searchLink>; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Song+F%22">Song F</searchLink>; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Gunasegaram+J%22">Gunasegaram J</searchLink>; Monash University, Victoria, Australia.<br /><searchLink fieldCode="AU" term="%22Huang+W%22">Huang W</searchLink>; Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China.<br /><searchLink fieldCode="AU" term="%22Shi+D%22">Shi D</searchLink>; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22He+M%22">He M</searchLink>; School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.; Research Centre for SHARP Vision, The Hong Kong Polytechnic University, Hong Kong, China.; Centre for Eye and Vision Research (CEVR), Hong Kong, China.<br /><searchLink fieldCode="AU" term="%22Liu+N%22">Liu N</searchLink>; Guangzhou Cadre and Talent Health Management Center, Guangzhou, China. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22100959882%22">Journal of medical Internet research</searchLink> [J Med Internet Res] 2024 Dec 30; Vol. 26, pp. e54047. <i>Date of Electronic Publication: </i>2024 Dec 30. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Validation Study; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>100959882 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1438-8871 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214388871%22">14388871 </searchLink><i>NLM ISO Abbreviation: </i>J Med Internet Res <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39753218 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/54047 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e54047 Titles: – TitleFull: Slit Lamp Report Generation and Question Answering: Development and Validation of a Multimodal Transformer Model with Large Language Model Integration. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zhao Z – PersonEntity: Name: NameFull: Zhang W – PersonEntity: Name: NameFull: Chen X – PersonEntity: Name: NameFull: Song F – PersonEntity: Name: NameFull: Gunasegaram J – PersonEntity: Name: NameFull: Huang W – PersonEntity: Name: NameFull: Shi D – PersonEntity: Name: NameFull: He M – PersonEntity: Name: NameFull: Liu N IsPartOfRelationships: – BibEntity: Dates: – D: 30 M: 12 Text: 2024 Dec 30 Type: published Y: 2024 Identifiers: – Type: issn-electronic Value: 1438-8871 Numbering: – Type: volume Value: 26 Titles: – TitleFull: Journal of medical Internet research Type: main |
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