The paper introduces a harmonized multi-center critical care time series dataset and transfer benchmark covering nine datasets from three continents, with treatment variables, and compares seven models on early event prediction tasks.
Multimodal clinical benchmark for emergency care (mc-bec): A comprehensive benchmark for evaluating foundation models in emergency medicine
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Towards Foundation Models for Critical Care Time Series
The paper introduces a harmonized multi-center critical care time series dataset and transfer benchmark covering nine datasets from three continents, with treatment variables, and compares seven models on early event prediction tasks.