Paper

Automatic detection of COVID-19 from chest CT scan and chest X-Rays images using deep learning, transfer learning and stacking

11 days ago   |   By Springer

Abstract
One of the promising methods for early detection of Coronavirus Disease 2019 among symptomatic patients is to analyze chest Computed Tomography scans or chest x-rays images of individuals using Deep Learning techniques. This paper proposes a novel stacked ensemble to detect COVID-19 either from chest CT scans or chest x-ray images of an individual. The proposed model is a stacked ensemble of heterogenous pre-trained computer vision models. Four pre-trained DL models were considered: Visual Geometry Group , Residual Network , Densely Connected Convolutional Networks and Wide...
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