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

Keyphrases

• 24-hour Dietary Recall 16%
• Blood Lipids 16%
• Blood Pressure 16%
• Body Mass Index 16%
• C-reactive Protein 16%
• Deep Learning Algorithm 100%
• Deep Neural Network 16%
• Dietary Intake 50%
• Dietary Supplements 50%
• Function-based 16%
• Hidden Layer 16%
• Initial Data Analysis 16%
• Lifestyle Variables 16%
• Loss Function 16%
• Low Predictability 16%
• Medication Use 16%
• Multivariable Linear Regression Model 50%
• Multivariate Linear Regression 16%
• National Health Interview Survey 16%
• Nationally Representative Sample 16%
• NHANES 16%
• Nutrition Research 100%
• Phosphate Concentration 66%
• Physical Activity Level 16%
• Potential Predictors 33%
• Prediction Model 16%
• Pyridoxal 5′-phosphate 100%
• Race-ethnicity 16%
• Sectional Analysis 16%
• Sensitivity Analysis 16%
• Smoking Status 16%
• Superior Performance 16%
• Supplement Use 33%
• Training Set 33%
• Vitamin B6 16%

Food Science

• 24-Hour Dietary Recall 33%
• Dietary Intake 100%
• Dietary Supplement 33%
• National Health and Nutrition Examination Survey 33%
• Nutrition Physiology 100%