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; et al. (EMBC, 2012)

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)

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 (AMIA, 2018)

Predicting circulatory system deterioration in intensive care unit patients. - Stephanie L. Hyland; Matthias Hüser; Xinrui Lyu; Martin Faltys; Tobias Merz; Gunnar Rätsch (AIH@IJCAI, 2018)

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; et al. (CoRR, 2019)

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 (SPACA, 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)

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)