Deep interpretable early warning system for the detection of clinical deterioration

Assessment of physiological instability preceding adverse events on hospital wards has been previously investigated through clinical early warning score systems. Early warning scores are simple to use yet they consider data as independent and identically distributed random variables. Deep learning a...

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Bibliographic Details
Main Authors: Shamout, F, Zhu, T, Sharma, P, Watkinson, P, Clifton, D
Format: Journal article
Language:English
Published: Institute of Electrical and Electronics Engineers 2019