Modifying the Health Star Rating nutrient profiling algorithm to account for ultra-processing.

Eden M Barrett Simone PettigrewBruce NealMike RaynerDaisy H CoyleAlexandra JonesDamian MaganjaAllison GainesDariush MozaffarianFraser TaylorNadine GhammachiJason H Y Wu

Published in: Nutrition & dietetics: the journal of the Dietitians Association of Australia (2024)

If ultra-processing were incorporated into the Australian and New Zealand Health Star Rating, consideration of ultra-processing within the broader dietary guidance framework would be essential to ensure coherent dietary messaging to Australians.

Keyphrases

public health
high resolution
healthcare
mental health
health information
machine learning
deep learning
smoking cessation
psychometric properties
human health
mass spectrometry
risk assessment
neural network