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

DLA achieved superior performance in predicting serum PLP concentration, relative to the traditional MLR model, using a nationally representative sample. As preliminary data analyses, the current study shed light on the use of DLA to understand a modifiable lifestyle factor.