Hierarchically Structured Multi-view Features for Mobile Visual Search. - Xinrui Lyu; Haopeng Li; Markus Flierl (DCC, 2014)

Maximum Margin Linear Classifiers in Unions of Subspaces. - Xinrui Lyu; Joaquin Zepeda; Patrick Pérez (BMVC, 2016)

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 (AMIA, 2018)

Predicting circulatory system deterioration in intensive care unit patients. - Stephanie L. Hyland; Matthias Hüser; Xinrui Lyu; Martin Faltys; Tobias Merz; Gunnar Rätsch (AIH@IJCAI, 2018)

Improving Clinical Predictions through Unsupervised Time Series Representation Learning. - Xinrui Lyu; Matthias Hüser; Stephanie L. Hyland; George Zerveas; Gunnar Rätsch (CoRR, 2018)

Crowd-Counting through a Cascaded, Multi-Task Convolutional Neural Network. - Peng Zhao; Xinrui Lyu; Richard O. Sinnott; Shimin Wei (BDCAT, 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; et al. (CoRR, 2019)

Mutational signature learning with supervised negative binomial non-negative matrix factorization. - Xinrui Lyu; Jean Garret; Gunnar Rätsch; Kjong-Van Lehmann (Bioinform., 2020)

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 (NeurIPS Datasets and Benchmarks, 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)

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)