Distributed Big Data Analytics Method for the Early Prediction of the Neonatal 5-Minute Apgar Score before or during Birth and Ranking the Risk Factors from a National Dataset

Distributed Big Data Analytics Method for the Early Prediction of the Neonatal 5-Minute Apgar Score before or during Birth and Ranking the Risk Factors from a National Dataset

One-minute and five-minute Apgar scores are good measures to assess the health status of newborns. A five-minute Apgar score can predict the risk of some disorders such as asphyxia, encephalopathy, cerebral palsy and ADHD. The early prediction of Apgar score before or during birth and ranking the ri...

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Bibliographic Details
Main Authors: Toktam Khatibi, Ali Farahani, Mohammad Mehdi Sepehri, Mohammad Heidarzadeh
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:AI
Subjects:
Apgar score prediction
big data
distributed feature selection
distributed classification
stack ensemble
Online Access:https://www.mdpi.com/2673-2688/3/2/23

Internet

https://www.mdpi.com/2673-2688/3/2/23

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