eICU Collaborative Research Database

Source

Dataset type: multi-center ICU longitudinal database.
Temporal structure: irregular ICU charting, vitals, labs, care-plan and treatment records across many hospitals.
Actions or interventions: medications, infusion drugs, treatments, procedures, and clinical decisions.
Suitability: strong for multi-hospital treatment-response modeling; observational, heterogeneous, and credentialed.

Agenda slot	Verdict	Evidence	Missing pieces
Time representation and irregular event streams	partially closes	Metadata records irregular ICU charting, vitals, labs, care-plan, and treatment events across many hospitals.	KB metadata is sparse; usable modeling schemas, missingness semantics, and task splits are not captured here.
Control and counterfactuals	adjacent	Medications, infusions, procedures, treatments, and clinical decisions can serve as logged interventions for treatment-response modeling.	Observational and confounded data; not randomized or directly counterfactual.
Context interface	adjacent	Multi-center ICU records imply patient, hospital, care-plan, and treatment context beyond raw signals.	Access constraints and sparse local metadata prevent a full context contract.