doctorbhargavmd

Doximity surveyed 3,151 physicians. Adoption is widespread, not generational. TL;DR: 61% of physicians 30 and under use AI, 53% of physicians 60+ use it - only 8 percentage point difference Neurology leads specialty adoption at 64%, but most specialties are above 50% Age isn't the primary barrier… policy clarity, tool reliability, and workflow integration matter more Specialty-agnostic tools with workflow integration reach more physicians than narrow specialty tools The age adoption data: Age...

Benchmark studies use complete data and clear criteria. Medicine doesn't work that way. TL;DR: "AI outperforms doctors" headlines come from benchmarks with complete information and structured formats Real clinical practice involves incomplete data, ambiguous presentations, and contextual factors not in electronic records Both positive and negative synthetic research creates misleading narratives about AI deployment The gap between benchmark performance and clinical utility runs in both...

AI-Rx - Your weekly dose of healthcare innovation Estimated reading time: 3 minutes TL;DR 300 million people with rare diseases wait 5+ years for diagnosis DeepRare (multi-agent AI, Nature) beat experienced physicians: 64.4% vs 54.6% Tested across 2,919 diseases, 14 specialties, 9 datasets from Asia, North America, Europe Architecture matters: self-reflective loops, specialized agents, LLM-agnostic design Multi-agent orchestration yielded 20-30 point gains over standalone LLMs Applicable...