Premature Birth Detection from EHG signals

Premature birth is one of the major problems worldwide. Different methods have been researched and used to detect preterm from past present. The most commonly ones are; tocodynamometer device Transvaginal Cervix Length, Bishop Score ElectroHysteroGram (EHG) signal. Studies shown that it widely in estimating risk using EHG signals. In studies, feature extraction was made signals estimated with various regression algorithms. this study, SMOTE algorithm detection examined compared. As a result, has seen effective reaching result all methods. best obtained CNN