Prediction of Preterm Delivery from Unbalanced EHG Database.

Somayeh Mohammadi FarMatin BeiramvandMohammad Shahbakhti Piotr Augustyniak

Published in: Sensors (Basel, Switzerland) (2022)

The main superiority of the proposed method over the state-of-the-art algorithms that studied the same database is the use of only a single EHG channel without using either synthetic data generation or feature ranking algorithms.

Keyphrases

machine learning
deep learning
big data
adverse drug
artificial intelligence
electronic health record
low birth weight
preterm birth
emergency department
data analysis