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18
posts in
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Stress-testing
medical
large language
models
reveals latent safety pathology beyond benchmark accuracy
✅
Clinical AI Validation
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Stress-testing medical large language models reveals latent safety pathology beyond benchmark accuracy
Less-relevant results
Dexcom RCT suggests CGM benefits for broad diabetes population
💻
Telemedicine
statnews.com
·
19h
19 hours ago
Actions for Dexcom RCT suggests CGM benefits for broad diabetes population
Scientists have a bad case of
AI
FOMO, Nature poll reveals
✅
Clinical AI Validation
Content type:
Academic
nature.com
·
1d
1 day ago
·
Hacker News
Actions for Scientists have a bad case of AI FOMO, Nature poll reveals
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
·
5d
5 days ago
Actions for Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison
Beyond English benchmarks:
clinical
llm
evaluation in Brazilian Portuguese
💡
Clinical AI Explainability
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Beyond English benchmarks: clinical llm evaluation in Brazilian Portuguese
Noise-Aware Visual Representation Learning for
Medical
Visual Question Answering
🗄️
Medical AI Datasets
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for Noise-Aware Visual Representation Learning for Medical Visual Question Answering
TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled
Medical
Time Series with LLMs
📋
Electronic Health Records
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for TRIAGE: Dialectical Reasoning for Explainable Risk Prediction on Irregularly Sampled Medical Time Series with LLMs
When Large Language
Models
Fail in
Healthcare
: Evaluating Sensitivity to Prompt Variations
🗄️
Medical AI Datasets
Content type:
Academic
arxiv.org
·
2d
2 days ago
Actions for When Large Language Models Fail in Healthcare: Evaluating Sensitivity to Prompt Variations
PSEBench: A Controllable and Verifiable Benchmark for Evaluating LLMs in Patient Safety Event Triage
✅
Clinical AI Validation
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for PSEBench: A Controllable and Verifiable Benchmark for Evaluating LLMs in Patient Safety Event Triage
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
·
1d
1 day ago
Actions for AeroSpectra Sentinel: An Auditable LLM Prompt-Chaining Decision-Support Workflow for Acute Asthma Risk Assessment from Respiratory Sounds and Clinical Signals
Deterministic Integrity Gates for
LLM-Assisted
Clinical
Manuscript Preparation: An Auditable
Biomedical
Informatics Architecture
✅
Clinical AI Validation
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Deterministic Integrity Gates for LLM-Assisted Clinical Manuscript Preparation: An Auditable Biomedical Informatics Architecture
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
·
5d
5 days ago
Actions for Measuring the sensitivity of LLM-based structured extraction to prompt, model, and schema choices in clinical discharge summaries
PACT: Learning Diverse Diagnostic Strategies via Privileged Synthesis and Branch Consensus
💡
Clinical AI Explainability
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for PACT: Learning Diverse Diagnostic Strategies via Privileged Synthesis and Branch Consensus
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
·
5d
5 days ago
Actions for Binary Gaussian Copula Synthesis: an LLM-powered data augmentation framework for early dialysis prediction in chronic kidney disease
Testing the Black Box: Structural Barriers to Independent Evaluation of Consumer-Facing
Health
LLMs
👥
Population Health Management
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Testing the Black Box: Structural Barriers to Independent Evaluation of Consumer-Facing Health LLMs
EpiEvolve: Self-Evolving Agents for Streaming Pandemic Forecasting under Regime Shifts
⚖️
Medical AI Ethics
Content type:
Academic
arxiv.org
·
5d
5 days ago
Actions for EpiEvolve: Self-Evolving Agents for Streaming Pandemic Forecasting under Regime Shifts
RadOT-Eval: Auditable Structured-Evidence Transport for Radiology Report Evaluation
🔬
Medical Imaging AI
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for RadOT-Eval: Auditable Structured-Evidence Transport for Radiology Report Evaluation
Bridging Expert Knowledge and Automated Feature Engineering via Self-Evolution
🗄️
Medical AI Datasets
Content type:
Academic
arxiv.org
·
1d
1 day ago
Actions for Bridging Expert Knowledge and Automated Feature Engineering via Self-Evolution
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