Diagnosis of coronavirus disease 2019 and the potential role of deep learning: insights from the experience of Cairo University Hospitals.

Marwa M AhmedAmal M SayedDina El AbdInas T El SayedYasmine S ElkholyAhmed H FaresSamar Fares

Published in: The Journal of international medical research (2022)

Loss of smell or taste, neutropenia, monocytosis, and high serum ferritin should be routinely assessed with suspected COVID-19 infection. The use of deep learning for diagnosis is a promising tool that can be implemented in the primary care setting.

Keyphrases

deep learning
primary care
coronavirus disease
convolutional neural network
artificial intelligence
machine learning
healthcare
pulmonary embolism