Matthias Hüser
According to our database1,
Matthias Hüser
authored at least 15 papers
between 2018 and 2024.
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Bibliography
2024
An empirical study on KDIGO-defined acute kidney injury prediction in the intensive care unit.
Bioinform., 2024
2021
PhD thesis, 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
Proceedings of the 38th International Conference on Machine Learning, 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
CoRR, 2019
Machine learning for early prediction of circulatory failure in the intensive care unit.
CoRR, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
2018
Improving Clinical Predictions through Unsupervised Time Series Representation Learning.
CoRR, 2018
Deep Self-Organization: Interpretable Discrete Representation Learning on Time Series.
CoRR, 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