Novel graph-based machine-learning technique for viral infectious diseases: application to influenza and hepatitis diseases.

Eman Yahia Alqaissi Fahd Saleh Alotaibi Muhammad Sher Ramzan Abdulmohsen Algarni

Published in: Annals of medicine (2024)

The graph-based MLP and RF models effectively diagnosed influenza and hepatitis, respectively. This underlines the potential of graph data science in enhancing ML model performance and uncovering concealed relationships in the MKG.

Keyphrases

infectious diseases
machine learning
convolutional neural network
neural network
big data
public health
sars cov
deep learning
electronic health record
human health
risk assessment