Category: AI in health research
AI in Healthcare: Research Roundup — October 14, 2026
Today's LLM-related additions focused on agentic systems and clinical documentation. Two arXiv papers explored agentic AI architectures for hospital workflows: one…
AI in Healthcare: Research Roundup — October 13, 2026
Today's LLM-related additions centered on clinical documentation and diagnosis support. A JMIR Medical Informatics study fine-tuned Mistral, Meditron, and Llama models…
AI in Healthcare: Research Roundup — October 12, 2026
Today's LLM additions are mostly benchmarking work, probing how well current models actually reason rather than just answer. DiagnosisArena tested frontier reasoning…
AI in Healthcare: Research Roundup — October 11, 2026
Today's LLM additions lean toward reasoning and documentation rather than head-to-head diagnostic contests. A new framework called MedTraj argues the reasoning…
AI in Healthcare: Research Roundup — October 10, 2026
Today's LLM additions center on head-to-head comparisons against human clinicians and specialized clinical AI tools. A Polish integrated system called Doctorina reached…
AI in Healthcare: Research Roundup — October 9, 2026
Today's LLM additions cluster around oncology decision support and specialized clinical benchmarking. A multicenter study ran 1,063 thyroid ultrasound reports (306…
AI in Healthcare: Research Roundup — October 8, 2026
Today's LLM additions center on documentation and communication tasks already moving into live clinical use. In a Dutch academic hospital, blinded clinicians rated 292…
AI in Healthcare: Research Roundup — October 7, 2026
Today's LLM additions lean toward patient-facing deployment and evaluation. A randomized controlled trial of PreA, an LLM chatbot handling history-taking and referral…
AI in Healthcare: Research Roundup — October 6, 2026
Today's LLM-related additions center on benchmarking and evaluation rather than new clinical deployments. ClinicRealm, testing 15 GPT-style LLMs, 5 BERT-style models,…
AI in Healthcare: Research Roundup — October 5, 2026
Today's LLM-related additions cluster around evaluation and documentation rather than new diagnostic claims. A bibliometric review of 650 publications found…
AI in Healthcare: Research Roundup — October 4, 2026
Today's LLM additions center on decision-support and triage roles rather than diagnosis itself. A Stanford-deployed, EHR-integrated LLM tool for recommending surgical…
AI in Healthcare: Research Roundup — October 3, 2026
On the LLM side, ophthalmology produced the strongest numbers: GPT-4.o, Claude 3.7, and Gemini 2.5 were tested on 40 real-world retina cases, with GPT-4.o leading…