research product . 2021

Evaluation and development of artificial intelligence tools to assess COVID-19 Severe Acute Respiratory Syndrome from chest imaging

Narayanagari, Lekhasree;
Open Access English
  • Published: 16 Apr 2021
  • Country: Canada
Abstract
Most attention has been paid to chest Computed Tomography (CT) in this burgeoning crisis because many cases of COVID-19 demonstrate respiratory illness clinically resembling viral pneumonia which persist prominent visual signatures on high-resolution CT befitting of viruses that damage lungs. However, CT is very expensive, time consuming, and inaccessible in remote hospitals. As an important complement, and spurred by the breakthrough success of Deep Learning (DL) in the are of computer vision in recent times, this research investigates that DL based Artificial Intelligence (AI) tools would enable to triage patients by automatically excavating COVID-induced pneu...
Subjects
free text keywords: Convolutional Neural Network, x-ray, CT, VGG19, COVID-19, artifical intelligence
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