Description
Descriptive Analysis on 3 EHRs Datasets.
Description
Provides functions to load and analyze three open Electronic Health Records (EHRs) datasets of patients diagnosed with glioblastoma, previously released under the Creative Common Attribution 4.0 International (CC BY 4.0) license. Users can generate basic descriptive statistics, frequency tables and save descriptive summary tables, as well as create and export univariate or bivariate plots. The package is designed to work with the included datasets and to facilitate quick exploratory data analysis and reporting. More information about these three datasets of EHRs of patients with glioblastoma can be found in this article: Gabriel Cerono, Ombretta Melaiu, and Davide Chicco, 'Clinical feature ranking based on ensemble machine learning reveals top survival factors for glioblastoma multiforme', Journal of Healthcare Informatics Research 8, 1-18 (March 2024). <doi:10.1007/s41666-023-00138-1>.
README.md
glioblastomaEHRsData
R package for generating descriptive statistics in forms of tables and plots for 3 specific datasets containing information about patients suffering from Glioblastoma Multiforme (GM).
Datasets
Munich2019dataset
The dataset can be found here with the relative study and relevant information.
Tainan2020dataset
The dataset can be found here with the relative study and relevant information.
Utrecht2020dataset
The dataset can be found here with the relative study and relevant information.