Machine learning modeling practices to support the principles of AI and ethics in nutrition research.

Diana M ThomasSamantha KleinbergAndrew W BrownMason CrowNathaniel D BastianNicholas ReisweberRobert LasaterThomas KendallPatrick ShaftoRaymond BlaineSarah SmithDaniel RuizChristopher MorrellNicholas Clark

Published in: Nutrition & diabetes (2022)

The quality of AI/ML modeling in nutrition research requires iterative and tailored processes to mitigate against potential ethical problems or to predict conclusions that are free of bias.

Keyphrases

artificial intelligence
machine learning
big data
physical activity
mental health
primary care
healthcare
public health
deep learning
image quality
decision making
computed tomography
risk assessment
human health
global health