Unverified50% confidenceBenchmarkExact time
The research team validated HERMES on the MIMIC-III and MIMIC-IV datasets, with tasks of in-hospital mortality prediction and 30-day readmission prediction.
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50%
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Long-term
Relevance
9/21/2026
First Seen
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UnverifiedMIMIC-III is a large de-identified electronic health record database maintained by MIT's Laboratory for Computational Physiology, containing clinical data for approximately 40,000 patients in the intensive care unit of Beth Israel Deaconess Medical Center between 2001 and 2012.61% similarUnverifiedThe MIMIC dataset primarily originates from intensive care settings, and the model's generalizability in broader clinical environments remains to be examined.60% similarUnverifiedThe research team constructed the MIMIC-IV-Ext-DischargeBench dataset based on the MIMIC-IV medical database, containing 477 cases covering 24 ICD disease chapters.60% similarUnverifiedSurvival analysis is widely applied in healthcare, financial risk control, equipment reliability, and other fields to predict the time of event occurrence.58% similar
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