MIMIC-III(Medical Information Mart for Intensive Care III) dataset and PIC(Paediatric Intensive Care) dataset Analysis for Sepsis Management.
MIMIC is a relational database containing tables of data relating to patients who stayed within the intensive care units at Beth Israel Deaconess Medical Center.
PIC (Pediatric Intensive Care) is a large pediatric-specific single-center bilingual database comprising information relating to children admitted to critical care units at a large children’s hospital in China.
The aim of the project is to identify sepsis and treat it using EHR records.
MIMIC-III: Pollard, T. J. & Johnson, A. E. W. The MIMIC-III Clinical Database http://dx.doi.org/10.13026/C2XW26 (2016).
PIC dataset: Li, H., Zeng, X., & Yu, G. (2019). Paediatric Intensive Care database (version 1.0.0). PhysioNet. https://doi.org/10.13026/bcbd-4t11.
Physionet: Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... & Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation [Online]. 101 (23), pp. e215–e220.