Application of the deep learning algorithm in nutrition research – using serum pyridoxal 5′-phosphate as an example

Application of the deep learning algorithm in nutrition research – using serum pyridoxal 5′-phosphate as an example

Abstract Background Multivariable linear regression (MLR) models were previously used to predict serum pyridoxal 5′-phosphate (PLP) concentration, the active coenzyme form of vitamin B6, but with low predictability. We developed a deep learning algorithm (DLA) to predict serum PLP based on dietary i...

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Bibliographic Details
Main Authors: Chaoran Ma, Qipin Chen, Diane C. Mitchell, Muzi Na, Katherine L. Tucker, Xiang Gao
Format: Article
Language:English
Published: BMC 2022-06-01
Series:Nutrition Journal
Subjects:
Pyridoxal 5′-phosphate
Vitamin B6
Dietary pattern
Deep learning
NHANES
Multivariable linear regression
Online Access:https://doi.org/10.1186/s12937-022-00793-x

Internet

https://doi.org/10.1186/s12937-022-00793-x

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