Automated techniques for the interpretation of fetal abnormalities: a review

V Rawat, A Jain, V Shrimali - Applied bionics and …, 2018 - Wiley Online Library
Ultrasound (US) image segmentation methods, focusing on techniques developed for fetal
biometric parameters and nuchal translucency, are briefly reviewed. Ultrasound medical …

[HTML][HTML] Toward deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via ultrasound images

M Alzubaidi, M Agus, K Alyafei, KA Althelaya, U Shah… - Iscience, 2022 - cell.com
Several reviews have been conducted regarding artificial intelligence (AI) techniques to
improve pregnancy outcomes. But they are not focusing on ultrasound images. This survey …

Fetal biometric based abnormality detection during prenatal development using deep learning techniques

D Selvathi, R Chandralekha - Multidimensional systems and signal …, 2022 - Springer
Early in pregnancy, ultrasounds are used to confirm the fetal heartbeat and a uterine
pregnancy. Later, ultrasounds screen for fetal growth, placenta location and umbilical cord …

A review of ultrasound imaging techniques for the detection of down syndrome

SP Arjunan, MC Thomas - Irbm, 2020 - Elsevier
Down syndrome is the most common chromosomal disorder that affects the life of a person.
Early detection of Down syndrome is important and significant for a better assessment of the …

Shape Prediction of Nasal Bones by Digital 2D‐Photogrammetry of the Nose Based on Convolution and Back‐Propagation Neural Network

HNA Tuan, NDX Hai, NT Thinh - … and mathematical methods in …, 2022 - Wiley Online Library
In rhinoplasty, it is necessary to consider the correlation between the anthropometric
indicators of the nasal bone, so that it prevents surgical complications and enhances the …

Various Methods for Computing Risk Factors of Down Syndrome in Fetus

S Kumar, K Selvakumar - Archives of Computational Methods in …, 2024 - Springer
There is a chromosomal defect that significantly affects an individual's life is Down
syndrome. Early identification of Down syndrome is crucial for an accurate assessment of …

Down syndrome detection using modified adaboost algorithm

R Rajesh - International Journal of Electrical and Computer …, 2021 - search.proquest.com
In human body genetic codes are stored in the genes. All of our inherited traits are
associated with these genes and are grouped as structures generally called chromosomes …

Down syndrome identification and classification using facial features with neural network

VD VK, R Rajesh - Global Journal of Engineering and Technology …, 2022 - gjeta.com
The medical image tool named Ultrasound imaging is used for the analysis of fetus
behaviour. Due to the presence of noise the quality of these images is low. Proper filtering is …

Cascading model based back propagation neural network in enabling precise classification

Y Liu, W Jing, L Xu - 2016 12th International Conference on …, 2016 - ieeexplore.ieee.org
Artificial Neural Network has been widely used in types of tasks which are related to
classification, for example image annotation, pattern recognition, trend prediction and so on …

[PDF][PDF] Fetal cardiac structure detection from ultrasound sequences

RMR Jacop, S Prabakar… - International Journal of …, 2013 - idc-online.com
Fetal heart abnormalities are the most common congenital anomalies and are also the
leading cause of infant mortality related to birth defects. More than one-third of all …