Uterine Contractions (UC) and Fetal Heart Rate (FHR) are the most common techniques for evaluating fetal maternal assessment during pregnancy detecting changes in oxygenation occurred throughout labor. By monitoring Cardiotocography (CTG) patterns, doctors can measure fetus state, accelerations, heart rate, uterine contractions. Several computational machine learning (ML) methods have been done...