2 papers
cs.LG2023
Diffsurv: Differentiable sorting for censored time-to-event data
Andre Vauvelle, Benjamin Wild, Aylin Cakiroglu +2
Survival analysis is a crucial semi-supervised task in machine learning with numerous real-world applications, particularly in healthcare. Currently, the most common approach to su…
stat.AP2019
Selective recruitment designs for improving observational studies using electronic health records
James E. Barrett, Aylin Cakiroglu, Catey Bunce +2
Large scale electronic health records (EHRs) present an opportunity to quickly identify suitable individuals in order to directly invite them to participate in an observational stu…