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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Sharma, P, Shamout, F, Abrol, V, Clifton, D
Fformat: Journal article
Iaith:English
Cyhoeddwyd: IEEE 2021