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.
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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ISSN:2730-664X
DOI:10.1038/s43856-026-01439-3