Novel neural network classification of maternal fetal ultrasound planes through optimized feature selection

Novel neural network classification of maternal fetal ultrasound planes through optimized feature selection

Abstract Ultrasound (US) imaging is an essential diagnostic technique in prenatal care, enabling enhanced surveillance of fetal growth and development. Fetal ultrasonography standard planes are crucial for evaluating fetal development parameters and detecting abnormalities. Real-time imaging, low co...

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Bibliographic Details
Main Authors: S. Rathika, K. Mahendran, H. Sudarsan, S. Vijay Ananth
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Medical Imaging
Subjects:
Ultrasound Images
Fetal organs
Fast Radial Basis Function Neural Network
Optimization
Features
Accuracy
Online Access:https://doi.org/10.1186/s12880-024-01453-8
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