Deep learning classification of cardiomegaly using combined imaging and non-imaging ICU data

In this paper, we investigate the classification of cardiomegaly using multimodal data, combining imaging data from chest radiography with routinely collected Intensive Care Unit (ICU) data comprising vital sign values, laboratory measurements, and admission metadata. In practice a clinician would a...

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Bibliographic Details
Main Authors: Grant, D, Papież, BW, Parsons, G, Tarassenko, L, Mahdi, A
Other Authors: Papiez, BW
Format: Conference item
Language:English
Published: Springer 2021

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