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Álvarez-Rodríguez et al., 2022 - Google Patents

Does imbalance in chest X-ray datasets produce biased deep learning approaches for COVID-19 screening?

Álvarez-Rodríguez et al., 2022

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Document ID
5898799698914238508
Author
Álvarez-Rodríguez L
Moura J
Novo J
Ortega M
Publication year
Publication venue
BMC Medical Research Methodology

External Links

Snippet

Background The health crisis resulting from the global COVID-19 pandemic highlighted more than ever the need for rapid, reliable and safe methods of diagnosis and monitoring of respiratory diseases. To study pulmonary involvement in detail, one of the most common …
Continue reading at link.springer.com (HTML) (other versions)

Classifications

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    • G06F19/34—Computer-assisted medical diagnosis or treatment, e.g. computerised prescription or delivery of medication or diets, computerised local control of medical devices, medical expert systems or telemedicine
    • G06F19/345—Medical expert systems, neural networks or other automated diagnosis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
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    • G06F19/321—Management of medical image data, e.g. communication or archiving systems such as picture archiving and communication systems [PACS] or related medical protocols such as digital imaging and communications in medicine protocol [DICOM]; Editing of medical image data, e.g. adding diagnosis information
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    • G06—COMPUTING; CALCULATING; COUNTING
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