Search Results for author: Johannes H. Hegeman

Found 2 papers, 1 papers with code

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

no code implementations29 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

Interpreting and Correcting Medical Image Classification with PIP-Net

1 code implementation19 Jul 2023 Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert

We conclude that part-prototype models are promising for medical applications due to their interpretability and potential for advanced model debugging.

Decision Making Image Classification +2

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