Publications by authors named "Matthias Huser"

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RMS: a ML-based system for ICU respiratory monitoring and resource planning.
Matthias Hüser, Xinrui Lyu, Martin Faltys, Alizée Pace, David Berger

NPJ Digit Med· December 2025

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A machine learning approach for automating review of a RxNorm medication mapping pipeline output.
Matthias Hüser, John Doole, Vinicius Pinho, Hossein Rouhizadeh, Douglas Teodoro

J Biomed Inform· October 2025

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ImmunoPepper: Extracting personalized peptides from complex splicing graphs.
Laurie Prélot, Jiayu Chen, Matthias Hüser, André Kahles, Gunnar Rätsch

Bioinformatics· October 2025

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TriNetX Dataworks-USA: Overview of a Multi-Purpose, De-Identified, Federated Electronic Health Record Real-World Data and Analytics Network and Comparison to the US Census.
Ellen Stein, Matthias Hüser, E Susan Amirian, Matvey B Palchuk, Jeffrey S Brown

Pharmacoepidemiol Drug Saf· September 2025

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An empirical study on KDIGO-defined acute kidney injury prediction in the intensive care unit.
Xinrui Lyu, Bowen Fan, Matthias Hüser, Philip Hartout, Thomas Gumbsch

Bioinformatics· June 2024

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X-ray imaging detector for radiological applications adapted to the context and requirements of low- and middle-income countries.
Mario Andrés Chavarria, Matthias Huser, Sebastien Blanc, Pascal Monnin, Jérôme Schmid

Rev Sci Instrum· March 2022

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Early prediction of circulatory failure in the intensive care unit using machine learning.
Stephanie L Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Thomas Gumbsch

Nat Med· March 2020

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Forecasting intracranial hypertension using multi-scale waveform metrics.
Matthias Hüser, Adrian Kündig, Walter Karlen, Valeria De Luca, Martin Jaggi

Physiol Meas· February 2020

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Comprehensive Analysis of Alternative Splicing Across Tumors from 8,705 Patients.
André Kahles, Kjong-Van Lehmann, Nora C Toussaint, Matthias Hüser, Stefan G Stark

Cancer Cell· August 2018

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