Article

GenAI Agents for Early Disease Diagnosis: A Review of Architectures, Applications, and Policy Directions

2025-10-10

Abstract excerpt

The integration of Artificial Intelligence (AI) agents into healthcare represents a paradigm shift in medical diagnostics, enabling autonomous systems that leverage multimodal data fusion, advanced machine learning architectures, and clinical reasoning engines. We explore their architectural components, including perception, knowledge base, reasoning engine, and decision-making modules. The paper then delves into...

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Literature Corpus work: 524b9aef-6e6c-53ac-973a-abe454c8bfb1
DOI: 10.20944/preprints202510.0547.v1

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