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Receiver operating characteristic curves for existing prediction models and the ensemble ML model.

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posted on 30.11.2018, 18:23 by Shane Nanayakkara, Sam Fogarty, Michael Tremeer, Kelvin Ross, Brent Richards, Christoph Bergmeir, Sheng Xu, Dion Stub, Karen Smith, Mark Tacey, Danny Liew, David Pilcher, David M. Kaye

ANZROD, red; APACHE III, blue; ensemble ML model, black. p-Value for comparison represents DeLong test. ANZROD, Australian and New Zealand Risk of Death; AUC, area under the curve; ML, machine learning.