Search Results - Mahmud Omar

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  1. 1
    Utilizing natural language processing and large language models in the diagnosis and prediction of infectious diseases: A systematic review

    Utilizing natural language processing and large language models in the diagnosis and prediction of infectious diseases: A systematic review by Mahmud Omar, Dana Brin, Benjamin S. Glicksberg, Eyal Klang

    Published 2024
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  2. 2
    Benchmarking the Confidence of Large Language Models in Answering Clinical Questions: Cross-Sectional Evaluation Study

    Benchmarking the Confidence of Large Language Models in Answering Clinical Questions: Cross-Sectional Evaluation Study by Mahmud Omar, Reem Agbareia, Benjamin S. Glicksberg, Girish N. Nadkarni, Eyal Klang

    Published 2025
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  3. 3
    Multimodal LLMs for retinal disease diagnosis via OCT: few-shot versus single-shot learning

    Multimodal LLMs for retinal disease diagnosis via OCT: few-shot versus single-shot learning by Reem Agbareia, Mahmud Omar, Ofira Zloto, Benjamin S. Glicksberg, Girish N. Nadkarni, Eyal Klang

    Published 2025
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  4. 4
    Applications of large language models in psychiatry: a systematic review

    Applications of large language models in psychiatry: a systematic review by Mahmud Omar, Shelly Soffer, Alexander W. Charney, Isotta Landi, Girish N. Nadkarni, Eyal Klang

    Published 2024
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  5. 5
    Emerging applications of NLP and large language models in gastroenterology and hepatology: a systematic review

    Emerging applications of NLP and large language models in gastroenterology and hepatology: a systematic review by Mahmud Omar, Salih Nassar, Κassem Sharif, Benjamin S. Glicksberg, Girish N. Nadkarni, Eyal Klang

    Published 2025
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  6. 6
    Large Language Models Are Highly Vulnerable to Adversarial Hallucination Attacks in Clinical Decision Support: A Multi-Model Assurance Analysis

    Large Language Models Are Highly Vulnerable to Adversarial Hallucination Attacks in Clinical Decision Support: A Multi-Model Assurance Analysis by Mahmud Omar, Vera Sorin, Jeremy Collins, David Reich, Robert Freeman, Nicholas Gavin, Alexander W. Charney, Lisa Stump, Nicola Luigi Bragazzi, Girish N. Nadkarni, Eyal Klang

    Published 2025
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  7. 7
    Evaluating and addressing demographic disparities in medical large language models: a systematic review

    Evaluating and addressing demographic disparities in medical large language models: a systematic review by Mahmud Omar, Vera Sorin, Reem Agbareia, Donald U. Apakama, Ali Soroush, Ankit Sakhuja, Robert Freeman, Carol R. Horowitz, Lynne D. Richardson, Girish N. Nadkarni, Eyal Klang

    Published 2025
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  8. 8
    The association between psoriasis, psoriasis severity, and inflammatory bowel disease: a population-based analysis

    The association between psoriasis, psoriasis severity, and inflammatory bowel disease: a population-based analysis by Uria Shani, Niv Ben‐Shabat, Roula Qassem, Adi Lahat, Mahmud Omar, Einat Savin, Arad Dotan, Yonatan Shneor Patt, Lior Fisher, Galia Zacay, Howard Amital, ‬‬‬‬Abdulla Watad, Κassem Sharif

    Published 2024
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