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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| ISSN: | 1438-8871 |
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| DOI: | 10.2196/54047 |
