Xinrui Lyu - RankMe

13 papers A 1B 1C 1Misc 1Journal 7Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	RMS: a ML-based system for ICU respiratory monitoring and resource planning. npj Digit. Medicine Matthias Hüser, Xinrui Lyu, Martin Faltys, Alizée Pace, David Berger, Marine Hoche, Stephanie L. Hyland, Hugo Yèche, Manuel Burger, Tobias M. Merz, Gunnar Rätsch
2024	J	`jnl`	An empirical study on KDIGO-defined acute kidney injury prediction in the intensive care unit. Bioinform. Xinrui Lyu, Bowen Fan, Matthias Hüser, Philip Hartout, Thomas Gumbsch, Martin Faltys, Tobias M. Merz, Gunnar Rätsch, Karsten M. Borgwardt
2021	J	`jnl`	Early prediction of respiratory failure in the intensive care unit. CoRR Matthias Hüser, Martin Faltys, Xinrui Lyu, Chris Barber, Stephanie L. Hyland, Tobias M. Merz, Gunnar Rätsch
2021	—	`conf`	HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data. NeurIPS Datasets and Benchmarks Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch
2021	J	`jnl`	HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data. CoRR Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch
2020	J	`jnl`	Mutational signature learning with supervised negative binomial non-negative matrix factorization. Bioinform. Xinrui Lyu, Jean Garret, Gunnar Rätsch, Kjong-Van Lehmann
2019	C	`conf`	Crowd-Counting through a Cascaded, Multi-Task Convolutional Neural Network. BDCAT Peng Zhao, Xinrui Lyu, Richard O. Sinnott, Shimin Wei
2019	J	`jnl`	Machine learning for early prediction of circulatory failure in the intensive care unit. CoRR 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
2018	Misc	`conf`	A Machine Learning-based Early Warning System for Circulatory System Deterioration in Intensive Care Unit Patients. AMIA Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Cristóbal Esteban, Gunnar Rätsch, Tobias Merz
2018	J	`jnl`	Improving Clinical Predictions through Unsupervised Time Series Representation Learning. CoRR Xinrui Lyu, Matthias Hüser, Stephanie L. Hyland, George Zerveas, Gunnar Rätsch
2018	—	`conf`	Predicting circulatory system deterioration in intensive care unit patients. AIH@IJCAI Stephanie L. Hyland, Matthias Hüser, Xinrui Lyu, Martin Faltys, Tobias Merz, Gunnar Rätsch
2016	A	`conf`	Maximum Margin Linear Classifiers in Unions of Subspaces. BMVC Xinrui Lyu, Joaquin Zepeda, Patrick Pérez
2014	B	`conf`	Hierarchically Structured Multi-view Features for Mobile Visual Search. DCC Xinrui Lyu, Haopeng Li, Markus Flierl