Language Enhanced Model for Eye (LEME): An Open-Source Ophthalmology-Specific Large Language Model.

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Title: Language Enhanced Model for Eye (LEME): An Open-Source Ophthalmology-Specific Large Language Model.
Authors: Gilson A; Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts., Ai X; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA., Xie Q; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA., Srinivasan S; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore., Pushpanathan K; Centre for Innovation and Precision Eye Health, Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Singer MB; Department of Ophthalmology and Visual Science, Yale School of Medicine, Yale University, New Haven, USA., Huang J; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA., Kim H; Department of Computer Science, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea., Long E; Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA., Wan P; Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA., Priore LVD; Department of Ophthalmology and Visual Science, Yale School of Medicine, Yale University, New Haven, USA., Ohno-Machado L; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA., Xu H; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA., Liu D; Centre for Innovation and Precision Eye Health, Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore., Adelman RA; Department of Ophthalmology and Visual Science, Yale School of Medicine, Yale University, New Haven, USA., Tham YC; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Centre for Innovation and Precision Eye Health, Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore., Chen Q; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA.
Source: ArXiv [ArXiv] 2024 Oct 01. Date of Electronic Publication: 2024 Oct 01.
Publication Type: Journal Article; Preprint
Journal Info: Country of Publication: United States NLM ID: 101759493 Publication Model: Electronic Cited Medium: Internet ISSN: 2331-8422 (Electronic) Linking ISSN: 23318422 NLM ISO Abbreviation: ArXiv Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Language Enhanced Model for Eye (LEME): An Open-Source Ophthalmology-Specific Large Language Model.
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  Data: <searchLink fieldCode="AU" term="%22Gilson+A%22">Gilson A</searchLink>; Department of Ophthalmology, Massachusetts Eye and Ear, Harvard Medical School, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Ai+X%22">Ai X</searchLink>; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA.<br /><searchLink fieldCode="AU" term="%22Xie+Q%22">Xie Q</searchLink>; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA.<br /><searchLink fieldCode="AU" term="%22Srinivasan+S%22">Srinivasan S</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.<br /><searchLink fieldCode="AU" term="%22Pushpanathan+K%22">Pushpanathan K</searchLink>; Centre for Innovation and Precision Eye Health, Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Singer+MB%22">Singer MB</searchLink>; Department of Ophthalmology and Visual Science, Yale School of Medicine, Yale University, New Haven, USA.<br /><searchLink fieldCode="AU" term="%22Huang+J%22">Huang J</searchLink>; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA.<br /><searchLink fieldCode="AU" term="%22Kim+H%22">Kim H</searchLink>; Department of Computer Science, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul, 02841, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Long+E%22">Long E</searchLink>; Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.<br /><searchLink fieldCode="AU" term="%22Wan+P%22">Wan P</searchLink>; Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.<br /><searchLink fieldCode="AU" term="%22Priore+LVD%22">Priore LVD</searchLink>; Department of Ophthalmology and Visual Science, Yale School of Medicine, Yale University, New Haven, USA.<br /><searchLink fieldCode="AU" term="%22Ohno-Machado+L%22">Ohno-Machado L</searchLink>; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA.<br /><searchLink fieldCode="AU" term="%22Xu+H%22">Xu H</searchLink>; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA.<br /><searchLink fieldCode="AU" term="%22Liu+D%22">Liu D</searchLink>; Centre for Innovation and Precision Eye Health, Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Adelman+RA%22">Adelman RA</searchLink>; Department of Ophthalmology and Visual Science, Yale School of Medicine, Yale University, New Haven, USA.<br /><searchLink fieldCode="AU" term="%22Tham+YC%22">Tham YC</searchLink>; Singapore Eye Research Institute, Singapore National Eye Centre, Singapore.; Centre for Innovation and Precision Eye Health, Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.; Ophthalmology and Visual Science Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore.<br /><searchLink fieldCode="AU" term="%22Chen+Q%22">Chen Q</searchLink>; Department of Biomedical Informatics and Data Science, Yale School of Medicine, Yale University, New Haven, USA.
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