Slit Lamp Report Generation and Question Answering: Development and Validation of a Multimodal Transformer Model with Large Language Model Integration
This study introduces the slit lamp-GPT model for report generation and subsequent QA, highlighting the potential of large language models to assist ophthalmologists and patients.
Authors
- Mingguang He (ORCID: https://orcid.org/0000-0002-6912-2810)
- Danli Shi (ORCID: https://orcid.org/0000-0001-6094-137X)
- James Gunasegaram (ORCID: https://orcid.org/0000-0001-5517-986X)
- Wenyong Huang (ORCID: https://orcid.org/0000-0002-4894-0937)
- Xiaolan Chen
- Na Liu
- Fan Song (ORCID: https://orcid.org/0000-0002-8134-2402)
- Ziwei Zhao (ORCID: https://orcid.org/0009-0008-4551-348X)
- Weiyi Zhang (ORCID: https://orcid.org/0009-0008-2780-9121)
Institutions
- Hong Kong Polytechnic University (HK)
- Sun Yat-sen University (CN)
- Monash University (AU)
Publication Details
- Journal
- Journal of Medical Internet Research
- Published
- 2024-12-30
- DOI
- https://doi.org/10.2196/54047
- Citations
- 11
- Primary Topic
- Topic Modeling
- Type
- article
- Field-Weighted Citation Impact
- 3.82