Mahmud Omar

Multi-model assurance analysis showing large language models are highly vulnerable to adversarial hallucination attacks during clinical decision support

2025 · 65 Zit. · Communications Medicine

Evaluating and addressing demographic disparities in medical large language models: a systematic review

2025 · 56 Zit. · International Journal for Equity in Health

Applications of large language models in psychiatry: a systematic review

2024 · 55 Zit. · Frontiers in Psychiatry

Exploring the efficacy and potential of large language models for depression: A systematic review

2024 · 35 Zit. · Journal of Affective Disorders

Generating credible referenced medical research: A comparative study of openAI's GPT-4 and Google's gemini

2024 · 33 Zit. · Computers in Biology and Medicine

Large language models in medicine: A review of current clinical trials across healthcare applications

2024 · 30 Zit. · PLOS Digital Health

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

2025 · 26 Zit. · JMIR Medical Informatics

AI Agents in Clinical Medicine: A Systematic Review

2025 · 17 Zit. · medRxiv

Advancing rheumatology with natural language processing: insights and prospects from a systematic review

2024 · 14 Zit. · Rheumatology Advances in Practice

Visual-textual integration in LLMs for medical diagnosis: A preliminary quantitative analysis

2024 · 10 Zit. · Computational and Structural Biotechnology Journal

Emerging applications of NLP and large language models in gastroenterology and hepatology: a systematic review

2025 · 10 Zit. · Frontiers in Medicine

Multimodal LLMs for retinal disease diagnosis via OCT: few-shot versus single-shot learning

2025 · 9 Zit. · Therapeutic Advances in Ophthalmology

Benchmarking the Confidence of Large Language Models in Clinical Questions

2024 · 9 Zit. · medRxiv

Evaluating and Addressing Demographic Disparities in Medical Large Language Models: A Systematic Review

2024 · 8 Zit. · medRxiv

Utilizing Natural Language Processing and Large Language Models in the Diagnosis and Prediction of Infectious Diseases: A Systematic Review

2024 · 8 Zit. · medRxiv