[HTML][HTML] Generative artificial intelligence through ChatGPT and other large language models in ophthalmology: clinical applications and challenges

TF Tan, AJ Thirunavukarasu, JP Campbell… - Ophthalmology …, 2023 - Elsevier
The rapid progress of large language models (LLMs) driving generative artificial intelligence
applications heralds the potential of opportunities in health care. We conducted a review up …

[HTML][HTML] Large language models and their impact in ophthalmology

BK Betzler, H Chen, CY Cheng, CS Lee… - The Lancet Digital …, 2023 - thelancet.com
The advent of generative artificial intelligence and large language models has ushered in
transformative applications within medicine. Specifically in ophthalmology, large language …

Performance of generative large language models on ophthalmology board–style questions

LZ Cai, A Shaheen, A Jin, R Fukui, SY Jonathan… - American journal of …, 2023 - Elsevier
PURPOSE To investigate the ability of generative artificial intelligence models to answer
ophthalmology board–style questions. DESIGN Experimental study. METHODS This study …

New meaning for NLP: the trials and tribulations of natural language processing with GPT-3 in ophthalmology

S Nath, A Marie, S Ellershaw, E Korot… - British Journal of …, 2022 - bjo.bmj.com
Natural language processing (NLP) is a subfield of machine intelligence focused on the
interaction of human language with computer systems. NLP has recently been discussed in …

Comparison of ophthalmologist and large language model chatbot responses to online patient eye care questions

IA Bernstein, YV Zhang, D Govil, I Majid… - JAMA network …, 2023 - jamanetwork.com
Importance Large language models (LLMs) like ChatGPT appear capable of performing a
variety of tasks, including answering patient eye care questions, but have not yet been …

[HTML][HTML] Benchmarking large language models' performances for myopia care: a comparative analysis of ChatGPT-3.5, ChatGPT-4.0, and Google Bard

ZW Lim, K Pushpanathan, SME Yew, Y Lai, CH Sun… - …, 2023 - thelancet.com
Summary Background Large language models (LLMs) are garnering wide interest due to
their human-like and contextually relevant responses. However, LLMs' accuracy across …

[HTML][HTML] Applications of natural language processing in ophthalmology: present and future

JS Chen, SL Baxter - Frontiers in Medicine, 2022 - frontiersin.org
Advances in technology, including novel ophthalmic imaging devices and adoption of the
electronic health record (EHR), have resulted in significantly increased data available for …

Assessing the utility of ChatGPT as an artificial intelligence‐based large language model for information to answer questions on myopia

S Biswas, NS Logan, LN Davies… - Ophthalmic and …, 2023 - Wiley Online Library
Purpose ChatGPT is an artificial intelligence language model, which uses natural language
processing to simulate human conversation. It has seen a wide range of applications …

[HTML][HTML] Evaluating the performance of ChatGPT in ophthalmology: an analysis of its successes and shortcomings

F Antaki, S Touma, D Milad, J El-Khoury, R Duval - Ophthalmology science, 2023 - Elsevier
Purpose Foundation models are a novel type of artificial intelligence algorithms, in which
models are pretrained at scale on unannotated data and fine-tuned for a myriad of …

[HTML][HTML] Popular large language model chatbots' accuracy, comprehensiveness, and self-awareness in answering ocular symptom queries

K Pushpanathan, ZW Lim, SME Yew, DZ Chen… - Iscience, 2023 - cell.com
In light of growing interest in using emerging large language models (LLMs) for self-
diagnosis, we systematically assessed the performance of ChatGPT-3.5, ChatGPT-4.0, and …