most citedHiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data

12 citations · 12 across the 2 of their papers we have counts for

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cs.LG2021★ 12 cited

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

Hugo Yèche, Rita Kuznetsova, Marc Zimmermann +4

The recent success of machine learning methods applied to time series collected from Intensive Care Units (ICU) exposes the lack of standardized machine learning benchmarks for dev…

cs.LG2021

Early prediction of respiratory failure in the intensive care unit

Matthias Hüser, Martin Faltys, Xinrui Lyu +4

The development of respiratory failure is common among patients in intensive care units (ICU). Large data quantities from ICU patient monitoring systems make timely and comprehensi…