2 papers
stat.ML2026
KAPLAN: Kolmogorov-Arnold Prognostic Learnable Activation Networks for Survival Analysis
Stelios Boulitsakis Logothetis, Angela Wood, Pietro Liò
Survival analysis aims to model how covariates and time jointly shape the time-to-event distribution under right censoring. Classical methods such as the Cox model and generalised…
stat.ME2025
Compatibility of Missing Data Handling Methods across the Stages of Producing Clinical Prediction Models
Antonia Tsvetanova, Matthew Sperrin, David A. Jenkins +7
Missing data is a challenge when developing, validating and deploying clinical prediction models (CPMs). Traditionally, decisions concerning missing data handling during CPM develo…