Fast and Accurate Detection of COVID-19 Along With 14 Other Chest Pathologies Using a Multi-Level Classification: Algorithm Development and Validation Study.

Saleh Albahli Ghulam Nabi Ahmad Hassan Yar

Published in: Journal of medical Internet research (2021)

Our proposed pipeline can detect COVID-19 with a higher accuracy along with detecting 14 other chest diseases based on x-ray images. This is achieved by dividing the classification task into multiple steps rather than classifying them collectively.

Keyphrases

deep learning
coronavirus disease
machine learning
sars cov
high resolution
convolutional neural network
respiratory syndrome coronavirus
optical coherence tomography
magnetic resonance imaging
loop mediated isothermal amplification
computed tomography
mass spectrometry
dual energy
electron microscopy