auton-survival: An open-source package for regression, counterfactual estimation, evaluation and phenotyping censored time-to-event data

By Chirag Nagpal and Willa Potosnak Real-world decision-making often requires reasoning about when an event will occur. The overarching goal of such reasoning is to help aid decision-making for optimal triage and subsequent intervention. Such problems involving estimation of Times-to-an-Event frequently arise across multiple application areas, including, Healthcare and Bio-informatics: More commonly known as ‘Survival […]

articles data deep dive evaluation event package regression survival time time-to-event data