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Xinrui Lyu
Xinrui Lyu
Doctoral student, Biomedical Informatics Group, Department of Computer Science, ETH Zürich
Dirección de correo verificada de inf.ethz.ch - Página principal
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Early prediction of circulatory failure in the intensive care unit using machine learning
SL Hyland, M Faltys, M Hüser, X Lyu, T Gumbsch, C Esteban, C Bock, ...
Nature medicine 26 (3), 364-373, 2020
1342020
Improving clinical predictions through unsupervised time series representation learning
X Lyu, M Hueser, SL Hyland, G Zerveas, G Rätsch
arXiv preprint arXiv:1812.00490, 2018
322018
Machine learning for early prediction of circulatory failure in the intensive care unit
SL Hyland, M Faltys, M Hüser, X Lyu, T Gumbsch, C Esteban, C Bock, ...
arXiv preprint arXiv:1904.07990, 2019
92019
Hierarchically structured multi-view features for mobile visual search
X Lyu, H Li, M Flierl
2014 Data Compression Conference, 23-32, 2014
72014
Mutational signature learning with supervised negative binomial non-negative matrix factorization
X Lyu, J Garret, G Rätsch, KV Lehmann
Bioinformatics 36 (Supplement_1), i154-i160, 2020
52020
HiRID-ICU-Benchmark--A Comprehensive Machine Learning Benchmark on High-resolution ICU Data
H Yèche, R Kuznetsova, M Zimmermann, M Hüser, X Lyu, M Faltys, ...
arXiv preprint arXiv:2111.08536, 2021
42021
Maximum margin linear classifiers in unions of subspaces
X Lyu, J Zepeda, P Pérez
IEEE Transactions on Signal Processing 5 (5), 1061-1073, 2011
32011
Predicting circulatory system deterioration in intensive care unit patients
SL Hyland, M Hüser, X Lyu, M Faltys, T Merz, G Rätsch
AIH@ IJCAI, 2018
12018
Early prediction of respiratory failure in the intensive care unit
M Hüser, M Faltys, X Lyu, C Barber, SL Hyland, TM Merz, G Rätsch
arXiv preprint arXiv:2105.05728, 2021
2021
A Machine Learning-based Early Warning System for Circulatory System Deterioration in Intensive Care Unit Patients
SL Hyland, M Faltys, M Hüser, X Lyu, C Esteban, G Rätsch, T Merz
AMIA, 2018
2018
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Artículos 1–10