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ResearchFormerly WizWand

Patient state prediction on Biobank (test)

89.55AUROCM-RNN (MI)
86.305287.147687.9988.8324Nov 23, 2017
Updated 8mo ago

Evaluation results

MethodLinks
M-RNN (MI)Category=M-RNN, Imputation=Multiple Imputations2017.1189.55—
M-RNN (SI)Category=M-RNN, Imputation=Single Imputation2017.1189.48—
Matrix CompletionCategory=Others2017.1188.657.9
MICECategory=Imputation2017.1188.59.1
RNN-based [25]Category=RNN-based2017.1188.2611
RNN-based [23]Category=RNN-based2017.1188.0212.8
EMCategory=Imputation2017.1187.9413.3
Auto-encoderCategory=Others2017.1187.8514
MissForestCategory=Imputation2017.1187.6715.2
RNN-based [24]Category=RNN-based2017.1187.4816.5
SplineCategory=Interpolation2017.1187.3117.7
MCMCCategory=Others2017.1186.6721.6
CubicCategory=Interpolation2017.1186.4323