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Xinrui Lyu
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2020 – today
- 2021
- [c6]Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch:
HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data. NeurIPS Datasets and Benchmarks 2021 - [i4]Matthias Hüser, Martin Faltys, Xinrui Lyu, Chris Barber, Stephanie L. Hyland, Tobias M. Merz, Gunnar Rätsch:
Early prediction of respiratory failure in the intensive care unit. CoRR abs/2105.05728 (2021) - [i3]Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch:
HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data. CoRR abs/2111.08536 (2021) - 2020
- [j1]Xinrui Lyu, Jean Garret, Gunnar Rätsch, Kjong-Van Lehmann
:
Mutational signature learning with supervised negative binomial non-negative matrix factorization. Bioinform. 36(Supplement-1): i154-i160 (2020)
2010 – 2019
- 2019
- [c5]Peng Zhao, Xinrui Lyu, Richard O. Sinnott, Shimin Wei:
Crowd-Counting through a Cascaded, Multi-Task Convolutional Neural Network. BDCAT 2019: 63-66 - [i2]Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Thomas Gumbsch, Cristóbal Esteban, Christian Bock, Max Horn, Michael Moor, Bastian Rieck
Machine learning for early prediction of circulatory failure in the intensive care unit. CoRR abs/1904.07990 (2019) - 2018
- [c4]Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Cristóbal Esteban, Gunnar Rätsch, Tobias Merz:
A Machine Learning-based Early Warning System for Circulatory System Deterioration in Intensive Care Unit Patients. AMIA 2018 - [c3]Stephanie L. Hyland, Matthias Hüser, Xinrui Lyu, Martin Faltys, Tobias Merz, Gunnar Rätsch:
Predicting circulatory system deterioration in intensive care unit patients. AIH@IJCAI 2018: 87-92 - [i1]Xinrui Lyu, Matthias Hüser, Stephanie L. Hyland, George Zerveas
Improving Clinical Predictions through Unsupervised Time Series Representation Learning. CoRR abs/1812.00490 (2018) - 2016
- [c2]Xinrui Lyu, Joaquin Zepeda, Patrick Pérez:
Maximum Margin Linear Classifiers in Unions of Subspaces. BMVC 2016 - 2014
- [c1]Xinrui Lyu, Haopeng Li, Markus Flierl
Hierarchically Structured Multi-view Features for Mobile Visual Search. DCC 2014: 23-32
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