APS
2024 APS Annual Convention · 2024
Machine Learning Classification of Anorexia and Atypical Anorexia: The Role of Body Mass Index
- Luis Sandoval-Araujo
University of Louisville (Kentucky, USA) - Sofie Glatt
University of Louisville - Claire Cusack
University of Louisville (Kentucky, USA) - Christina Ralph-Nearman
University of Louisville - Yuchen Han
University of Louisville - Jeffrey Bryan
University of Louisville - Madison Hooper
Vanderbilt University - Andrew Karem
University of Louisville - Cheri Levinson
University of Louisville
Abstract
This study aimed to evaluate if machine learning could differentiate between diagnoses of anorexia nervosa and atypical anorexia nervosa with and without body mass index as a feature. Machine learning models performed poorly trained solely on self-reported demographics and severity measures but had good model performance when BMI was included.
Eating
