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Notes on clinical ai
3 notes
Synthetic Hospital: An Open, Verifiable, Physician-Validated Longitudinal EHR Benchmark
The preprint describes a fully synthetic, fact-grounded longitudinal EHR benchmark built from public medical education material, with no PHI. The abstract reports 1,268 patients and 5,602 encounters, ICD-10-CM/SNOMED…
A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench
A research study compared the performance of VITA, a specialized clinical AI tool for low- and middle-income settings, with various frontier large language models (LLMs) on the HealthBench benchmark. The study found…
A corpus-specific clinical RAG system matches or outperforms newer frontier LLMs on HealthBench
A research paper evaluates VITA, a clinical knowledge retrieval system built for low- and middle-income settings, on a medical benchmark. In comparison to various frontier large language models (LLMs), including…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
