CPAS: the UK's national machine learning-based hospital capacity planning system for COVID-19

DOI10.1007/s10994-020-05921-4OpenAlexW3107124456WikidataQ103724355 ScholiaQ103724355MaRDI QIDQ2051225

Zhaozhi Qian, Mihaela van der Schaar, Ahmed M. Alaa

Publication date: 24 November 2021

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2007.13825

zbMATH Keywords

healthcareGaussian processescompartmental modelsresource planningCOVID-19automated machine learning

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• MICE
• randomForest
• Spearmint
• missForest
• XGBoost
• Auto-WEKA
• Adam
• GAIN

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