Prediction of fetal weight based on back propagation neural network optimized by genetic algorithm

Prediction of fetal weight based on back propagation neural network optimized by genetic algorithm

Fetal weight is an important index to judge fetal development and ensure the safety of pregnant women. However, fetal weight cannot be directly measured. This study proposed a prediction model of fetal weight based on genetic algorithm to optimize back propagation (GA-BP) neural network. Using rando...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Hong Gao, Cuiyun Wu, Dunnian Huang, Dahui Zha, Cuiping Zhou
स्वरूप: लेख
भाषा:English
प्रकाशित: AIMS Press 2021-05-01
श्रृंखला:Mathematical Biosciences and Engineering
विषय:
fetal weight
back propagation
neural network
genetic algorithm
prediction model
ऑनलाइन पहुंच:http://www.aimspress.com/article/doi/10.3934/mbe.2021222?viewType=HTML

इंटरनेट

http://www.aimspress.com/article/doi/10.3934/mbe.2021222?viewType=HTML

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