medical LLM

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Scoured 18 posts in 7.7 ms

Stress-testing medical large language models reveals latent safety pathology beyond benchmark accuracy

 Clinical AI Validation  Content type: Academic
arxiv.org·
Less-relevant results

Dexcom RCT suggests CGM benefits for broad diabetes population

 💻Telemedicine
statnews.com·

Scientists have a bad case of AI FOMO, Nature poll reveals

 Clinical AI Validation  Content type: Academic
nature.com··Hacker News

Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison

 🏥Epic, Open AI, Dragon co-pilot, Nuance, MDR, AI act, FDA  Content type: Academic
arxiv.org·

Beyond English benchmarks: clinical llm evaluation in Brazilian Portuguese

 💡Clinical AI Explainability  Content type: Academic
arxiv.org·

Noise-Aware Visual Representation Learning for Medical Visual Question Answering

 🗄️Medical AI Datasets  Content type: Academic
arxiv.org·

TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs

 📋Electronic Health Records  Content type: Academic
arxiv.org·

When Large Language Models Fail in Healthcare: Evaluating Sensitivity to Prompt Variations

 🗄️Medical AI Datasets  Content type: Academic
arxiv.org·

PSEBench: A Controllable and Verifiable Benchmark for Evaluating LLMs in Patient Safety Event Triage

 Clinical AI Validation  Content type: Academic
arxiv.org·

AeroSpectra Sentinel: An Auditable LLM Prompt-Chaining Decision-Support Workflow for Acute Asthma Risk Assessment from Respiratory Sounds and Clinical Signals

 🔌Medical Device Integration  Content type: Academic
arxiv.org·

Deterministic Integrity Gates for LLM-Assisted Clinical Manuscript Preparation: An Auditable Biomedical Informatics Architecture

 Clinical AI Validation  Content type: Academic
arxiv.org·

Measuring the sensitivity of LLM-based structured extraction to prompt, model, and schema choices in clinical discharge summaries

 📝Natural Language Processing  Content type: Academic
arxiv.org·

PACT: Learning Diverse Diagnostic Strategies via Privileged Synthesis and Branch Consensus

 💡Clinical AI Explainability  Content type: Academic
arxiv.org·

Binary Gaussian Copula Synthesis: an LLM-powered data augmentation framework for early dialysis prediction in chronic kidney disease

 🏥AI in healthcare, healthtech, clinical decision support systems, healthcare systems  Content type: Academic
arxiv.org·

Testing the Black Box: Structural Barriers to Independent Evaluation of Consumer-Facing Health LLMs

 👥Population Health Management  Content type: Academic
arxiv.org·

EpiEvolve: Self-Evolving Agents for Streaming Pandemic Forecasting under Regime Shifts

 ⚖️Medical AI Ethics  Content type: Academic
arxiv.org·

RadOT-Eval: Auditable Structured-Evidence Transport for Radiology Report Evaluation

 🔬Medical Imaging AI  Content type: Academic
arxiv.org·

Bridging Expert Knowledge and Automated Feature Engineering via Self-Evolution

 🗄️Medical AI Datasets  Content type: Academic
arxiv.org·

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