Automated Category and Trend Analysis of Scientific Articles on Ophthalmology Using Large Language Models: Development and Usability Study - Raja, Hina; Munawar, Asim; Mylonas, Nikolaos; Delsoz, Mohammad; Madadi, Yeganeh; Elahi, Muhammad; Hassan, Amr; Abu Serhan, Hashem; Inam, Onur; Hernandez, Luis; Chen, Hao; Tran, Sang; et al. (JMIR formative research, 2024)
Keywords: Accuracy; Annotations; Artificial intelligence; Automation; Classification; Datasets; Diabetes; Large language models; Literature reviews; Machine learning; Medical Subject Headings-MeSH; Natural language processing; Ophthalmology; Semantics; Text categorization; Trends; Bidirectional and Auto-Regressive Transformers; bidirectional encoder representations from transformers; BERT; ophthalmology; text classification; LLM; large language model; trend analysis; BART