Graph data science and machine learning for the detection of COVID-19 infection from symptoms.

Eman Yahia Alqaissi Fahd Saleh AlotaibiMuhammad Sher Ramzan

Published in: PeerJ. Computer science (2023)

The graph-based RF model registered high performance in classifying the symptoms of COVID-19 infection, thereby indicating that the graph data science, in conjunction with ML techniques, helps improve performance and accelerate innovations.

Keyphrases

machine learning
big data
convolutional neural network
electronic health record
public health
neural network
sleep quality
artificial intelligence
physical activity
depressive symptoms
real time pcr