ehrapy.data.diabetes_130_raw#
- ehrapy.data.diabetes_130_raw(encoded=False, columns_obs_only=None)[source]#
Loads the raw diabetes-130 dataset
More details: http://archive.ics.uci.edu/ml/datasets/Diabetes+130-US+hospitals+for+years+1999-2008 [1]
Preprocessing: None except for the data preparation outlined on the link above.
- Parameters:
- Return type:
- Returns:
AnnData
object of the Diabetes 130 dataset
Examples
>>> import ehrapy as ep >>> adata = ep.dt.diabetes_130_raw(encoded=True)
References
[1] Beata Strack, Jonathan P. DeShazo, Chris Gennings, Juan L. Olmo, Sebastian Ventura, Krzysztof J. Cios, and John N. Clore, “Impact of HbA1c Measurement on Hospital Readmission Rates: Analysis of 70,000 Clinical Database Patient Records,” BioMed Research International, vol. 2014, Article ID 781670, 11 pages, 2014.