Automated deep bottleneck residual 82-layered architecture with Bayesian optimization for the classification of brain and common maternal fetal ultrasound planes

F Rauf, MA Khan, AK Bashir, K Jabeen… - Frontiers in …, 2023 - frontiersin.org
Despite a worldwide decline in maternal mortality over the past two decades, a significant
gap persists between low-and high-income countries, with 94% of maternal mortality …

Time-scale image analysis for detection of fetal electrocardiogram

S Ziani, A Rizal - Multimedia Tools and Applications, 2024 - Springer
The model presented in this paper is founded on the equivalence between the signal under
investigation and its time-scale distribution (TSI). Therefore, separating the signal into …

Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function

S Zhou, E Ahn, H Wang, A Quinton, N Kennedy… - … Conference on Medical …, 2023 - Springer
The measurement of fetal thalamus diameter (FTD) and fetal head circumference (FHC) are
crucial in identifying abnormal fetal thalamus development as it may lead to certain …

An Improved Detection of Fetal Heart Disease Using Multilayer Perceptron

G Someshwaran, V Sarada - International Conference on Intelligent …, 2023 - Springer
Abstract Fetal Heart Disease (FHD) is a major health issue and challenge faced by the entire
world in modern medicine. About 25% of babies are affected by heart disorders and 4 out of …