Backpropagation (BP) adalah sebuah metode yang digunakan dalam training Neural Network (NN) untuk menentukan parameter bobot yang sesuai. Proses penentuan parameter bobot dengan menggunakan metode backpropagation sangat dipengaruhi oleh pemilihan nilai learning rate (LR)-nya. Penggunaan nilai learning rate yang kurang optimal berdampak pada waktu komputasi yang lama atau akurasi klasifikasi yan...

Background: Cardiotocography is the most common method for assessing fetal health and reveals brain oxygenation. This study done admission intrapartum cardiotocography in high- low-risk pregnancies its correlation with neonatal outcome. Methods: All high-risk normal antenatal women more than 34 weeks of pregnancy vertex presentation who came to labor room were included study. 200 cases taken, 1...

most fetal heart rate patterns can be interpreted accurately so that management decisions can be made correctly. how-ever, few fetal heart rate patterns are so ambiguous that the obstetricians cannot interpret them precisely. a 27-year-old woman at 38 weeks' gestation in her first pregnancy was admitted with heavy vaginal bleeding and decrease in fetal movements. fetal status was indeterminate ...

Cardiotocography (CTG) has its limits in detecting fetal acidosis and intrapartum asphyxia. Our aim was to evaluate a CTG training programme based on physiology the Mediterranean perinatal network. Professionals from 41 maternity units of network were invited participate masterclass March 2019 October 2019. They asked react three practical cases by physiological approach before course (T0), one...

Doctoral thesis statement for obtaining the academic title of " Doctor " , Resume 23 Shrnutí 24 1 1 Problem introduction Fetal heart activity is the prominent source of information about the fetal well being during delivery. Cardiotocography (CTG) – recording of fetal heart rate (fHR) and uterine contractions (TOCO) enables obstetricians to detect possible ongoing fetal hypoxia, which may occur...