High-Throughput Phenotyping with EHR using a Common Automated
Pipeline
Implement surrogate-assisted feature extraction (SAFE) and
common machine learning approaches to train and validate phenotyping models.
Background and details about the methods can be found at
Zhang et al. (2019) ,
Yu et al. (2017) , and
Liao et al. (2015) .