eICU

The 'eICU' dataset contains clinical data from intensive care unit patients and is used to evaluate predictive models for early sepsis detection.

Papers using eICU (5)

FedEHR-Gen: Federated Synthetic Time-Series EHR Generation via Latent Space Alignment and Distribution-Aware Aggregation2026A federated learning framework with knowledge graph and temporal transformer for early sepsis prediction in multi-center ICUs2026FedMAP: Personalised Federated Learning for Real Large-Scale Healthcare Systems2024Privacy-preserving patient clustering for personalized federated learning2023 · 6 citesFederated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database2022 · 3 cites