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Deep learning model to predict the need for mechanical ventilation using chest X-ray images in hospi...

Deep learning model to predict the need for mechanical ventilation using chest X-ray images in hospi...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7931213

Deep learning model to predict the need for mechanical ventilation using chest X-ray images in hospitalised patients with COVID-19

About this item

Full title

Deep learning model to predict the need for mechanical ventilation using chest X-ray images in hospitalised patients with COVID-19

Publisher

England: All India Institute of Medical Sciences

Journal title

BMJ innovations, 2021-04, Vol.7 (2), p.261-270

Language

English

Formats

Publication information

Publisher

England: All India Institute of Medical Sciences

More information

Scope and Contents

Contents

ObjectivesThere exists a wide gap in the availability of mechanical ventilator devices and their acute need in the context of the COVID-19 pandemic. An initial triaging method that accurately identifies the need for mechanical ventilation in hospitalised patients with COVID-19 is needed. We aimed to investigate if a potentially deteriorating clinic...

Alternative Titles

Full title

Deep learning model to predict the need for mechanical ventilation using chest X-ray images in hospitalised patients with COVID-19

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7931213

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7931213

Other Identifiers

ISSN

2055-8074,2055-642X

E-ISSN

2055-642X

DOI

10.1136/bmjinnov-2020-000593

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