GOSSIS-1-eICU Model Ready

License: PhysioNet Credentialed Health Data License 1.5.0

ID: 5
Sources: PhysioNet
Number of instances: 131051
Number of features: 68
Number of annotated features: 60
Annotated features percentage: 88%

Please cite:

• J. D. Raffa, A. E. Johnson, T. J. Pollard, and B. Omar. GOSSIS-1-eICU, the eICU-CRD subset of the Global Open Source Severity of Illness Score (GOSSIS-1) dataset (version 1.0.0). PhysioNet, 2022.
• J. D. Raffa, A. E. Johnson, Z. O’Brien, T. J. Pollard, R. G.Mark, L. A. Celi, D. Pilcher, and O. Badawi. The global open source severity of illness score (gossis). Critical Care Medicine, 50(7):1040–1050, 2022.
• A. L. Goldberger, L. A. N. Amaral, L. Glass, J. M. Hausdorff, P. C. Ivanov, R. G. Mark, J. E. Mietus, G. B. Moody, C.-K. Peng, and H. E. Stanley. PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals. Circulation, 101(23): 215–220, 2000.