Applications of Deep Learning in Medical Imaging leaf node


URI

https://openalex.org/T11775

Label

Applications of Deep Learning in Medical Imaging

Description

This cluster of papers focuses on the application of deep learning, particularly convolutional neural networks, in medical imaging for the detection and diagnosis of COVID-19, pneumonia, and other thoracic diseases using chest X-ray and CT scan images. The research explores the use of artificial intelligence, transfer learning, and image-based deep learning techniques to develop automated systems for accurate medical diagnoses.

Implementation

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<https://openalex.org/T11775> a skos:Concept ;
    rdfs:label "Applications of Deep Learning in Medical Imaging"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Medical_imaging#Deep_learning_applications>,
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    skos:broader oasubfields:2741 ;
    skos:definition "This cluster of papers focuses on the application of deep learning, particularly convolutional neural networks, in medical imaging for the detection and diagnosis of COVID-19, pneumonia, and other thoracic diseases using chest X-ray and CT scan images. The research explores the use of artificial intelligence, transfer learning, and image-based deep learning techniques to develop automated systems for accurate medical diagnoses."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Applications of Deep Learning in Medical Imaging"@en ;
    openalex:cited_by_count 452368 ;
    openalex:works_count 37718 .