Feature importance to explain multimodal prediction models. A clinical use case

no code implementations • 29 Apr 2024 • Jorn-Jan van de Beld, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert

In this work, we develop a multimodal deep-learning model for post-operative mortality prediction using pre-operative and per-operative data from elderly hip fracture patients.

Feature Importance Mortality Prediction +1