MIMIC-IV-ED
PulseAugur coverage of MIMIC-IV-ED — every cluster mentioning MIMIC-IV-ED across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New ML model improves emergency triage with incomplete clinical data
Researchers have developed CRS-Triage, a novel machine learning approach designed to improve emergency room triage accuracy, particularly when electronic health record data is incomplete or unreliable. This system estim…
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Machine learning models evaluated for imbalanced clinical data
A new study published on arXiv explores the effectiveness of various machine learning models for predicting critical care outcomes using imbalanced clinical data. Researchers evaluated six model families, including tree…
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LLMs show significant gender bias in medical triage, study finds
A new audit called EQUITRIAGE evaluated five large language models for gender bias in emergency department triage, finding that all models exhibited bias above a 5% threshold. DeepSeek-V3.1 and Gemini-3-Flash showed sig…