PhysioBank, PhysioToolkit, and PhysioNet

Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass, +7

Circulation

Heart FailureEngineeringHealthy SubjectsRemote Patient MonitoringWearable Technology +15

MIMIC-III, a freely accessible critical care database

Alistair E. W. Johnson, Tom Pollard, Lu Shen, +7

Scientific Data

Clinical DataClinical DatabaseHealth Data'Medical Information MartPatient Safety +9

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

Tom Pollard, Alistair E. W. Johnson, Jesse D. Raffa, +3

Scientific Data

Critical Care PatientsCritical Care MedicineData ScienceData IntegrationAi Healthcare +16

Multiparameter Intelligent Monitoring in Intensive Care II: A public-access intensive care unit database*

M. A. Saeed, Mauricio Villarroel, Andrew Reisner, +7

Critical Care Medicine

Best Practices for Scientific Computing

Greg Wilson, D. A. Aruliah, C. Titus Brown, +10

PLoS Biology

The MIMIC Code Repository: enabling reproducibility in critical care research

Alistair E. W. Johnson, David J. Stone, Leo Anthony Celi, +1

Journal of the American Medical Informatics Association

Automated de-identification of free-text medical records

Ishna Neamatullah, Margaret Douglass, Li-wei H. Lehman, +7

BMC Medical Informatics and Decision Making

Early prediction of circulatory failure in the intensive care unit using machine learning

Stephanie L. Hyland, Martin Faltys, Matthias Hüser, +12

Nature Medicine

Prognostic EvaluationHeart FailureMachine LearningIntensive Care UnitPredictive Analytics +9

Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration: The Amsterdam University Medical Centers Database (AmsterdamUMCdb) Example*

Patrick Thoral, Jan M. Peppink, Ronald H. Driessen, +12

Critical Care Medicine

PIC, a paediatric-specific intensive care database

Xian Zeng, Gang Yu, Lu Yang, +6

Scientific Data