Johannes Rust

According to our database, Johannes Rust authored at least 5 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Predicting Hemodynamic and Pulmonary Decompensation with Deep Neural Networks: Performance and Explainability.

Johannes Rust, Christian Mandel, Kathrin Stich, Serge Autexier

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Quality medical data management within an open AI architecture - cancer patients case.

Mirjana Ivanovic, Serge Autexier, Miltiadis Kokkonidis, Johannes Rust

Connect. Sci., December, 2023

The application of machine learning techniques in prediction of quality of life features for cancer patients.

Milos Savic, Vladimir Kurbalija, Mihailo Ilic, Mirjana Ivanovic, Dusan Jakovetic, Antonios Valachis, Serge Autexier, Johannes Rust, Thanos Kosmidis

Comput. Sci. Inf. Syst., 2023

2022

Causal Inference for Personalized Treatment Effect Estimation for given Machine Learning Models.

Johannes Rust, Serge Autexier

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Analysis of Machine Learning Models Predicting Quality of Life for Cancer Patients.

Milos Savic, Vladimir Kurbalija, Mihailo Ilic, Mirjana Ivanovic, Dusan Jakovetic, Antonios Valachis, Serge Autexier, Johannes Rust, Thanos Kosmidis

Proceedings of the MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems, Virtual Event, Tunisia, November 1, 2021