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A Prediction Model for Short-Term Neurodevelopmental Impairment in Preterm Infants with Gestational Age Less than 32 Weeks

Yan Li,Zhihui Zhang,Yan Mo,Qiufen Wei,Liangfang Jing, Wei Li,Mengmeng Luo,Linxia Zou,Xin Liu,Danhua Meng,Yuan Shi

SSRN Electronic Journal（2022）

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Abstract
A support vector machine based on perinatal factors was developed to predict the occurrence of neurodevelopmental impairment in preterm infants with gestational age  < 32 weeks. The prediction model provides clinicians with an accurate and effective tool for the prevention and early intervention of neurodevelopmental impairment in this population.
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Key words
gestational age less than 32 weeks, prematurity, neurodevelopmental impairment, support vector machine, principal component analysis
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