Zia Ush Shamszaman

Corresponding author: Zia Ush Shamszaman, z.shamszaman@tees.ac.uk/z.u.shamszaman@gmail.com

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Constitutional AI & AI Ethics (1)Recommendation & Information Retrieval (1)Tool Use & Agents (1)

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Naeimeh Nourmohammadi (1)Md Meem Hossain (1)The Anh Han (1)Safina Showkat Ara (1)

Papers (1)

Feb 15, 2026

Teesside UniversityFeb 15, 2026

A Multi-Agent Framework for Medical AI: Leveraging Fine-Tuned GPT, LLaMA, and DeepSeek R1 for Evidence-Based and Bias-Aware Clinical Query Processing

Medical QA accuracy jumps to 87% when combining specialized LLM agents for reasoning, evidence retrieval, and refinement, demonstrating a practical path to more reliable clinical AI.

Naeimeh Nourmohammadi, Md Meem Hossain, The Anh Han +2

Constitutional AI & AI Ethics Recommendation & Information Retrieval Tool Use & Agents

Zia Ush Shamszaman

Research focus

Frequent co-authors

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Zia Ush Shamszaman

Research focus

Frequent co-authors

Papers (1)