Tobias Merz

According to our database, Tobias Merz authored at least 9 papers between 2012 and 2025.

Collaborative distances:

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

2025

RMS: a ML-based system for ICU respiratory monitoring and resource planning.

Matthias Hüser, Xinrui Lyu, Martin Faltys, Alizée Pace, David Berger, Marine Hoche, Stephanie L. Hyland, Hugo Yèche, Manuel Burger, Tobias M. Merz, Gunnar Rätsch

npj Digit. Medicine, 2025

2024

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, Martin Faltys, Tobias M. Merz, Gunnar Rätsch, Karsten M. Borgwardt

Bioinform., 2024

2021

Early prediction of respiratory failure in the intensive care unit.

Matthias Hüser, Martin Faltys, Xinrui Lyu, Chris Barber, Stephanie L. Hyland, Tobias M. Merz, Gunnar Rätsch

CoRR, 2021

WRSE - a non-parametric weighted-resolution ensemble for predicting individual survival distributions in the ICU.

Jonathan Heitz, Joanna Ficek, Martin Faltys, Tobias M. Merz, Gunnar Rätsch, Matthias Hüser

Proceedings of AAAI Symposium on Survival Prediction, 2021

2019

Machine learning for early prediction of circulatory failure in the intensive care unit.

Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Thomas Gumbsch, Cristóbal Esteban, Christian Bock, Max Horn, Michael Moor, Bastian Rieck, Marc Zimmermann, Dean A. Bodenham, Karsten M. Borgwardt, Gunnar Rätsch, Tobias M. Merz

CoRR, 2019

2018

Predicting circulatory system deterioration in intensive care unit patients.

Stephanie L. Hyland, Matthias Hüser, Xinrui Lyu, Martin Faltys, Tobias Merz, Gunnar Rätsch

Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

A Machine Learning-based Early Warning System for Circulatory System Deterioration in Intensive Care Unit Patients.

Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Cristóbal Esteban, Gunnar Rätsch, Tobias Merz

Proceedings of the AMIA 2018, 2018

2015

Time-varying signal analysis to detect high-altitude periodic breathing in climbers ascending to extreme altitude.

Ainara Garde, Beatriz F. Giraldo, Raimon Jané, Tsogyal D. Latshang, Alexander J. Turk, Thomas Hess, Martina M. Bosch, Daniel Barthelmes, Tobias M. Merz, Jaqueline Pichler Hefti, Otto D. Schoch, Konrad E. Bloch

Medical Biol. Eng. Comput., 2015

2012

Periodic breathing during ascent to extreme altitude quantified by spectral analysis of the respiratory volume signal.

Ainara Garde, Beatriz F. Giraldo, Raimon Jané, Tsogyal D. Latshang, Alexander J. Turk, Thomas Hess, Martina M. Bosch, Daniel Barthelmes, Jaqueline Pichler Hefti, Marco Maggiorini, Urs Hefti, Tobias M. Merz, Otto D. Schoch, Konrad E. Bloch

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012