Usability and Preliminary Efficacy of an Artificial Intelligence-Driven Platform Supporting Dietary Management in Diabetes: Mixed Methods Study.
Kim C M BulNikki HollidayMohammad Rashed Alam BhuiyanCain Craig Truman ClarkJohn AllenPetra A WarkPublished in: JMIR human factors (2023)
This study indicated that the usability of the nutrition platform was well perceived by users and their carers. As participants managed their diabetes well, adding an education component would be specifically relevant for people less familiar with the role of diet in diabetes management. To assess the platform's effectiveness in improving diabetes-related health indicators, controlled studies with a larger and more diverse participant sample are recommended.
Keyphrases
- type diabetes
- artificial intelligence
- cardiovascular disease
- glycemic control
- healthcare
- physical activity
- health information
- machine learning
- randomized controlled trial
- public health
- mental health
- systematic review
- deep learning
- electronic health record
- clinical trial
- social support
- risk assessment
- skeletal muscle
- adipose tissue
- human health