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Articles by Daniel Milad
Comment on Krysik et al. Clinical Outcomes and Early Postoperative Complications in Boston Type I Keratoprosthesis Implantation: A Retrospective Study. J. Clin. Med. 2024, 13, 6710
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Assessing the medical reasoning skills of GPT-4 in complex ophthalmology cases
Assessing the medical reasoning skills of GPT-4 in complex ophthalmology cases Free Statistics from Altmetric.com Request Permissions If you wish to reuse any or all of this article please use the link below which will take you to the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and instant permission to reuse the content in many different ways.
Capabilities of GPT-4 in ophthalmology: an analysis of model entropy and progress towards human-level medical question answering
PAK and RD are joint senior authors. X @FaresAntaki, @pearsekeane Contributors Overall responsibility/ guarantor (RD); Conception and design of the study (FA, MAC, PAK and RD); data collection (FA, DM, ST and JE-K); data analysis (FA and C-EG); writing of the manuscript and preparation of figures (FA and MAC); supervision (PAK and RD); review and discussion of the results (all authors); edition and revision of the manuscript (all authors).
Assessing the medical reasoning skills of GPT-4 in complex ophthalmology cases
Methods We tested GPT-4 on 422 Journal of the American Medical Association Ophthalmology Clinical Challenges, and prompted the model to determine the diagnosis (open-ended question) and identify the next-step (multiple-choice question). We generated responses using two zero-shot prompting strategies, including zero-shot plan-and-solve+ (PS+), to improve the reasoning of the model. We compared the best-performing model to human graders in a benchmarking effort.
Capabilities of GPT-4 in ophthalmology: an analysis of model entropy and progress towards human-level medical question answering
Statistics from Altmetric.com Request Permissions If you wish to reuse any or all of this article please use the link below which will take you to the Copyright Clearance Center’s RightsLink service. You will be able to get a quick price and instant permission to reuse the content in many different ways. View Full Text Read the full text or download the PDF:
Unveiling ocular surface squamous neoplasia within a conjunctival epithelial inclusion cyst
Conjunctival epithelial inclusion cysts are common benign lesions characterized by subconjunctival masses filled with clear fluid. 1 Kim DH Khwarg SI Oh JY Atypical manifestation of conjunctival epithelial inclusion cyst: a case report. Case Rep Ophthalmol. 5: 239-242 Diagnosis is typically based on clinical examination, and regular follow-up using slit-lamp photography is recommended.
Evaluating the Performance of ChatGPT in Ophthalmology
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 downstream tasks, such as generating text. This study assessed the accuracy of ChatGPT, a large language model (LLM), in the ophthalmology question-answering space. Evaluation of diagnostic test or technology. ChatGPT is a publicly available LLM.
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