Xinrui Lyu

According to our database, Xinrui Lyu authored at least 11 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

An empirical study on KDIGO-defined acute kidney injury prediction in the intensive care unit.

Xinrui Lyu, Bowen Fan, Matthias Hüser, Philip Hartout, Thomas Gumbsch, Martin Faltys, Tobias M. Merz, Gunnar Rätsch, Karsten M. Borgwardt

Bioinform., 2024

2021

Early prediction of respiratory failure in the intensive care unit.

Matthias Hüser, Martin Faltys, Xinrui Lyu, Chris Barber, Stephanie L. Hyland, Tobias M. Merz, Gunnar Rätsch

CoRR, 2021

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

Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Mutational signature learning with supervised negative binomial non-negative matrix factorization.

Xinrui Lyu, Jean Garret, Gunnar Rätsch, Kjong-Van Lehmann

Bioinform., 2020

2019

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

Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Thomas Gumbsch, Cristóbal Esteban, Christian Bock, Max Horn, Michael Moor, Bastian Rieck, Marc Zimmermann, Dean A. Bodenham, Karsten M. Borgwardt, Gunnar Rätsch, Tobias M. Merz

CoRR, 2019

Crowd-Counting through a Cascaded, Multi-Task Convolutional Neural Network.

Peng Zhao, Xinrui Lyu, Richard O. Sinnott, Shimin Wei

Proceedings of the 6th IEEE/ACM International Conference on Big Data Computing, 2019

2018

Improving Clinical Predictions through Unsupervised Time Series Representation Learning.

Xinrui Lyu, Matthias Hüser, Stephanie L. Hyland, George Zerveas, Gunnar Rätsch

CoRR, 2018

Predicting circulatory system deterioration in intensive care unit patients.

Stephanie L. Hyland, Matthias Hüser, Xinrui Lyu, Martin Faltys, Tobias Merz, Gunnar Rätsch

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.

Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Cristóbal Esteban, Gunnar Rätsch, Tobias Merz

Proceedings of the AMIA 2018, 2018

2016

Maximum Margin Linear Classifiers in Unions of Subspaces.

Xinrui Lyu, Joaquin Zepeda, Patrick Pérez

Proceedings of the British Machine Vision Conference 2016, 2016

2014

Hierarchically Structured Multi-view Features for Mobile Visual Search.

Xinrui Lyu, Haopeng Li, Markus Flierl

Proceedings of the Data Compression Conference, 2014