Early warning systems in inpatient anorexia nervosa: A validation of the MARSIPAN-based modified early warning system.

Konstantinos IoannidisJaco SerfonteinJulia DeakinMelanie BruneauAnya CiobancaLeah HoltSarah SnelsonJan Stochl

Published in: European eating disorders review : the journal of the Eating Disorders Association (2020)

MARSI MEWS seems most suitable for identifying critically deteriorating cases in anorexia nervosa inpatient population. We did not examine community practice in which the PREDIX arguably remains the best to ascertain deteriorating cases. Our results also provide a first proof of concept for the development of artificial-intelligence-based early warning systems in anorexia nervosa. Implications for inpatient clinical practice in eating disorders are discussed.

Keyphrases

anorexia nervosa
artificial intelligence
mental health
palliative care
clinical practice
machine learning
acute care
healthcare
big data
deep learning
primary care