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Agentic Large Language Models for Healthcare: Current Progress and Future Opportunities

Han Yuan

2025Medicine Advances19 citationsDOIOpen Access PDF

Abstract

Agentic large language models (LLMs) combine vanilla LLMs’ reasoning, planning, and reflecting acquired from vast pre-trained datasets with specialized tools to enhance problem-solving capabilities. To understand the current progress and future opportunities of agentic LLMs for healthcare, this commentary conducted a comprehensive literature search in PubMed and summarized key takeaways.

Topics & Concepts

Current (fluid)Health carePsychologyComputer sciencePolitical scienceEngineeringLawElectrical engineeringArtificial Intelligence in Healthcare and EducationArtificial Intelligence in HealthcareMachine Learning in Healthcare