Automated Category and Trend Analysis of Scientific Articles on Ophthalmology Using Large Language Models: Development and Usability Study

Raja, H., Munawar, A., Mylonas, N., Delsoz, M., Madadi, Y., Elahi, M., Hassan, A., Abu Serhan, H., Inam, O., Hernandez, L., Chen, H., Tran, S., Munir, W., Abd-Alrazaq, A., & Yousefi, S. (2024). Automated Category and Trend Analysis of Scientific Articles on Ophthalmology Using Large Language Models: Development and Usability Study. JMIR Formative Research, 8, e52462. https://doi.org/10.2196/52462
Authors:
Hina Raja
Asim Munawar
Nikolaos Mylonas
Mohammad Delsoz
Yeganeh Madadi
Muhammad Elahi
Amr Hassan
Hashem Abu Serhan
Onur Inam
Luis Hernandez
Hao Chen
Sang Tran
Wuqaas Munir
Alaa Abd-Alrazaq
Siamak Yousefi
Affiliated Authors:
Onur Inam
Columbia Affiliation:
Author Keywords:
bidirectional and auto-regressive transformers
bart
bidirectional encoder representations from transformers
bert
ophthalmology
text classification
large language model
llm
trend analysis
elink
Publication Type:
Article
Unique ID:
10.2196/52462
PMID:
38517457
DOI:
10.2196/52462
Journal:
JMIR Formative Research
Publication Date:
Data Source:
PubMed
Source Link:
View PubMed Record
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Record Created: