2 papers
cs.LG2018
Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale
Eli Sherman, Hitinder Gurm, Ulysses Balis +2
In healthcare, patient risk stratification models are often learned using time-series data extracted from electronic health records. When extracting data for a clinical prediction…
q-bio.QM2015
Improving the Presentation and Understanding of Risk Models
Ralph H. Stern, Dean E. Smith, Hitinder S. Gurm
The key concepts (calibration, discrimination, and discordance) important in understanding and comparing risk models are best conveyed graphically. To illustrate this, models predi…