755 citations
- University of ZurichCH44 papers
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stat.AP2022★ 8 cited
Deep transformation models for functional outcome prediction after acute ischemic stroke
Lisa Herzog, Lucas Kook, Andrea Götschi +6
In many medical applications, interpretable models with high prediction performance are sought. Often, those models are required to handle semi-structured data like tabular and ima…
stat.AP2021★ 3 cited
Accommodating heterogeneous missing data patterns for prostate cancer risk prediction
Matthias Neumair, Michael W. Kattan, Stephen J. Freedland +13
Objective: We compared six commonly used logistic regression methods for accommodating missing risk factor data from multiple heterogeneous cohorts, in which some cohorts do not co…