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Yuan Lin

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Review Jul 2026

From Challenges to Solutions: A Systematic Review of Multimodal LLMs in Healthcare and Architectural Recommendations with RAG

A retrieval-augmented generation (RAG) framework coupled with an LLM that can integrate multimodal healthcare data is recommended, which highlights the need to examine the role of multimodal data encoding and storage, encrypted retrieval, reranking of retrieved data, multimodal prompt engineering, and secure content generation.

Dipanita Saha, Yuan Lin, Debasish Ghose · 0 citations