Martin Faltys
Orcid: 0000-0001-5579-810X
According to our database1,
Martin Faltys
authored at least 7 papers
between 2018 and 2021.
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Bibliography
2021
WRSE - a non-parametric weighted-resolution ensemble for predicting individual survival distributions in the ICU.
Proceedings of AAAI Symposium on Survival Prediction, 2021
HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
T-DPSOM: an interpretable clustering method for unsupervised learning of patient health states.
Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021
2019
Machine learning for early prediction of circulatory failure in the intensive care unit.
CoRR, 2019
2018
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.
Proceedings of the AMIA 2018, 2018