LLMs for Healthcare Survey
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Paper summary
A comprehensive overview of LLMs applied to the healthcare domain.
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01
Application coverage: Surveys clinical decision support, patient communication, medical summarization, diagnostic assistance, and biomedical research applications.
02
Medical-LLM landscape: Reviews major medical LLMs (Med-PaLM, MEDITRON, ClinicalBERT) alongside general-purpose LLMs prompted for medical use.
03
Benchmarks: Catalogs medical QA benchmarks and discusses their limitations for predicting real-world clinical usefulness.
04
Deployment challenges: Covers regulatory, privacy, and safety challenges specific to healthcare LLM deployment.