A multimodal dataset from Singh et al. (2019) containing demographic, cellular, electrophysiological, and molecular features for predicting cardiac-related hospitalizations. Used in examples throughout the caretMultimodal package.
Format
A named list with 5 elements:
- demo
A
data.frameof demographic features- cells
A
data.frameof cell count features- holter
A
data.frameof Holter monitor (ECG) features- mrna
A
data.frameof mRNA expression features- proteins
A
data.frameof protein abundance features
Source
Singh et al. Ensembling Electrical and Proteogenomics Biomarkers for Improved Prediction of Cardiac-Related 3-Month Hospitalizations: A Pilot Study. Can J Cardiol. 2019 Apr. doi:10.1016/j.cjca.2018.11.021