Publications by authors named "Mathias Kraus"

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Listening to Hypoglycemia: Voice as a Biomarker for Detection of a Medical Emergency Using Machine Learning.
Vera Lehmann, Martin Hilpert, Zohreh Mostaani, Sevada Hovsepyan, Esmé Wallace, Mathias Kraus

Diabetes Care· January 2026

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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, Patrick Zschech, Martin Matzner

Health Care Manag Sci· June 2024

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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, Mathias Kraus, Stefan Feuerriegel

JMIR Hum Factors· April 2024

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Smartwatches for non-invasive hypoglycaemia detection during cognitive and psychomotor stress.
Martin Maritsch, Simon Föll, Vera Lehmann, Naïma Styger, Caterina Bérubé, Mathias Kraus

Diabetes Obes Metab· March 2024

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Effectiveness and User Perception of an In-Vehicle Voice Warning for Hypoglycemia: Development and Feasibility Trial.
Caterina Bérubé, Vera Franziska Lehmann, Martin Maritsch, Mathias Kraus, Stefan Feuerriegel

JMIR Hum Factors· January 2024

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Evaluation of a newly designed deep learning-based algorithm for automated assessment of scapholunate distance in wrist radiography as a surrogate parameter for scapholunate ligament rupture and the correlation with arthroscopy.
Gabriel Keller, Katarzyna Rachunek, Fabian Springer, Mathias Kraus

Radiol Med· December 2023

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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, Thomas Zueger, Federico Y Fontana, Mathias Kraus

Diabetes Obes Metab· September 2023

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Machine learning for non-invasive sensing of hypoglycaemia while driving in people with diabetes.
Vera Lehmann, Thomas Zueger, Martin Maritsch, Mathias Kraus, Caroline Albrecht

Diabetes Obes Metab· June 2023

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Noninvasive Hypoglycemia Detection in People With Diabetes Using Smartwatch Data.
Vera Lehmann, Simon Föll, Martin Maritsch, Eva van Weenen, Mathias Kraus

Diabetes Care· May 2023

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Machine Learning for Predicting Micro- and Macrovascular Complications in Individuals With Prediabetes or Diabetes: Retrospective Cohort Study.
Simon Schallmoser, Thomas Zueger, Mathias Kraus, Maytal Saar-Tsechansky, Christoph Stettler

J Med Internet Res· February 2023

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Machine Learning for Predicting the Risk of Transition from Prediabetes to Diabetes.
Thomas Zueger, Simon Schallmoser, Mathias Kraus, Maytal Saar-Tsechansky, Stefan Feuerriegel

Diabetes Technol Ther· November 2022

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A Network Analysis of Drug Combinations Associated with Acute Generalized Exanthematous Pustulosis (AGEP).
Adrian Martinez-De la Torre, Eva van Weenen, Mathias Kraus, Stefan Weiler, Stefan Feuerriegel

J Clin Med· September 2021

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White coat adherence effect on glucose control in adult individuals with diabetes.
Thomas Zueger, Manuel Gloor, Vera Lehmann, Andreas Melmer, Mathias Kraus

Diabetes Res Clin Pract· October 2020

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