A generalizable eye disease detection method based on Zero-Shot Learning.
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| Title: | A generalizable eye disease detection method based on Zero-Shot Learning. |
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| Authors: | Pan C; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China., Wang Y; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China., Jiang Y; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China., Su Y; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China., Liao M; School of Computer Science and Technology, University of Xinjiang, Xinjiang, China., Lu Y; School of Nursing, Peking University, Beijing, China., Li W; School of Life Sciences, Sichuan University, Chengdu, China., Huang Y; Department of Mathematics, Shanghai University, Shanghai, China., Luo Y; First Clinic School, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China., Zhang X; School of Nursing, Peking University, Beijing, China., Qi H; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China. hgqi@ucas.ac.cn., Gao W; School of Electronics Engineering and Computer Science, Peking University, Beijing, China. wgao@ict.ac.cn. |
| Source: | Communications medicine [Commun Med (Lond)] 2026 Mar 12; Vol. 6 (1). Date of Electronic Publication: 2026 Mar 12. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Portfolio Country of Publication: England NLM ID: 9918250414506676 Publication Model: Electronic Cited Medium: Internet ISSN: 2730-664X (Electronic) Linking ISSN: 2730664X NLM ISO Abbreviation: Commun Med (Lond) Subsets: PubMed not 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: 41820587 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: A generalizable eye disease detection method based on Zero-Shot Learning. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Pan+C%22">Pan C</searchLink>; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Jiang+Y%22">Jiang Y</searchLink>; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Su+Y%22">Su Y</searchLink>; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Liao+M%22">Liao M</searchLink>; School of Computer Science and Technology, University of Xinjiang, Xinjiang, China.<br /><searchLink fieldCode="AU" term="%22Lu+Y%22">Lu Y</searchLink>; School of Nursing, Peking University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Li+W%22">Li W</searchLink>; School of Life Sciences, Sichuan University, Chengdu, China.<br /><searchLink fieldCode="AU" term="%22Huang+Y%22">Huang Y</searchLink>; Department of Mathematics, Shanghai University, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Luo+Y%22">Luo Y</searchLink>; First Clinic School, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.<br /><searchLink fieldCode="AU" term="%22Zhang+X%22">Zhang X</searchLink>; School of Nursing, Peking University, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Qi+H%22">Qi H</searchLink>; School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing, China. hgqi@ucas.ac.cn.<br /><searchLink fieldCode="AU" term="%22Gao+W%22">Gao W</searchLink>; School of Electronics Engineering and Computer Science, Peking University, Beijing, China. wgao@ict.ac.cn. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229918250414506676%22">Communications medicine</searchLink> [Commun Med (Lond)] 2026 Mar 12; Vol. 6 (1). <i>Date of Electronic Publication: </i>2026 Mar 12. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Portfolio%22">Nature Portfolio </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9918250414506676 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2730-664X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222730664X%22">2730664X </searchLink><i>NLM ISO Abbreviation: </i>Commun Med (Lond) <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41820587 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s43856-026-01439-3 Languages: – Code: eng Text: English Titles: – TitleFull: A generalizable eye disease detection method based on Zero-Shot Learning. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Pan C – PersonEntity: Name: NameFull: Wang Y – PersonEntity: Name: NameFull: Jiang Y – PersonEntity: Name: NameFull: Su Y – PersonEntity: Name: NameFull: Liao M – PersonEntity: Name: NameFull: Lu Y – PersonEntity: Name: NameFull: Li W – PersonEntity: Name: NameFull: Huang Y – PersonEntity: Name: NameFull: Luo Y – PersonEntity: Name: NameFull: Zhang X – PersonEntity: Name: NameFull: Qi H – PersonEntity: Name: NameFull: Gao W IsPartOfRelationships: – BibEntity: Dates: – D: 12 M: 03 Text: 2026 Mar 12 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2730-664X Numbering: – Type: volume Value: 6 – Type: issue Value: 1 Titles: – TitleFull: Communications medicine Type: main |
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