Mathias Kraus

7PUBLICATIONS
28CO-AUTHORS
Deep learningContext learningSignal processingPhotonic and electro-optical devices, sensors and systems (excl. communications)Exercise physiology
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Publications (7)

|Jun 10, 2026
Toward generalizable and interpretable machine learning models in healthcare: Insights from ICU outcome predictions.

|May 21, 2024
A machine learning framework for interpretable predictions in patient pathways: The case of predicting ICU admission for patients with symptoms of sepsis.

Sandra Zilker, Sven Weinzierl, Mathias Kraus

|Apr 18, 2024
Multimodal In-Vehicle Hypoglycemia Warning for Drivers With Type 1 Diabetes: Design and Evaluation in Simulated and Real-World Driving.

Caterina Bérubé, Martin Maritsch, Vera Franziska Lehmann

|Jan 09, 2024
Effectiveness and User Perception of an In-Vehicle Voice Warning for Hypoglycemia: Development and Feasibility Trial.

Caterina Bérubé, Vera Franziska Lehmann, Martin Maritsch

|May 31, 2023
Glycaemic patterns of male professional athletes with type 1 diabetes during exercise, recovery and sleep: Retrospective, observational study over an entire competitive season.

Eva van Weenen, Nicolas Banholzer, Simon Föll

|Feb 27, 2023
Machine Learning for Predicting Micro- and Macrovascular Complications in Individuals With Prediabetes or Diabetes: Retrospective Cohort Study.

Simon Schallmoser, Thomas Zueger, Mathias Kraus

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Frequent Collaborators

4 joint publications

Thomas Züger

4 joint publications

Christoph Stettler

4 joint publications

Stefan Feuerriegel

3 joint publications

Vera Lehmann