metaMIMIC

License: PhysioNet Credentialed Health Data License 1.5.0

ID: 15
Sources: PhysioNet
Number of instances: 34925
Number of features: 184
Number of annotated features: 175
Annotated features percentage: 95%

Please cite:

• A. Johnson, L. Bulgarelli, T. Pollard, S. Horng, L. Celi, and R. Mark. MIMIC-IV (version 1.0), 2020
• A. E. Johnson, L. Bulgarelli, L. Shen, A. Gayles, A. Shammout, S. Horng, T. J. Pollard, B. Moody, B. Gow, L.-w. H. Lehman, et al. Mimic-iv, a freely accessible electronic health record dataset. Scientific data, 10(1):1, 2023.
• 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.
• K.Woźnica, M. Grzyb, Z. Trafas, and P. Biecek. Consolidated learning–a domain-specific model-free optimization strategy with examples for xgboost and mimic-iv. arXiv preprint arXiv:2201.11815, 2022.