Martin Faltys

Early prediction of circulatory failure in the intensive care unit using machine learning

Karsten M. Borgwardt, Stephanie L. Hyland, Martin Faltys, 2020, Nature Medicine.

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

Gunnar Rätsch, Karsten M. Borgwardt, Marc Zimmermann, 2019, ArXiv.

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

Martin Faltys, Tobias M. Merz, Gunnar Ratsch, 2020, SPACA.

Predicting circulatory system deterioration in intensive care unit patients

Gunnar Rätsch, Stephanie L. Hyland, Martin Faltys, 2018, AIH@IJCAI.

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

Gunnar Rätsch, Stephanie L. Hyland, Martin Faltys, 2018, AMIA.

T-DPSOM: an interpretable clustering method for unsupervised learning of patient health states

Gunnar Rätsch, Martin Faltys, Julia E. Vogt, 2021, CHIL.

HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data pdf

Gunnar Rätsch, Martin Faltys, Xinrui Lyu, 2021, NeurIPS Datasets and Benchmarks.

Early prediction of respiratory failure in the intensive care unit pdf

Stephanie L. Hyland, Martin Faltys, Xinrui Lyu, 2021, ArXiv.