Data pre-processing using neural processes for modelling personalised vital-sign time-series data

Clinical time-series data retrieved from electronic medical records are widely used to build predictive models of adverse events to support resource management. Such data is often sparse and irregularly-sampled, which makes it challenging to use many common machine learning methods. Missing values m...

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Príomhchruthaitheoirí: Sharma, P, Shamout, F, Abrol, V, Clifton, D
Formáid: Journal article
Teanga:English
Foilsithe / Cruthaithe: IEEE 2021