Can adverse childhood experiences predict chronic health conditions? Development of trauma-informed, explainable machine learning models

• Main Authors: Hanin B. Afzal (Author), Tasfia Jahangir (Author), Yiyang Mei (Author), Annabelle Madden (Author), Abeed Sarker (Author), Sangmi Kim (Author)
• Format: Book
• Published: Frontiers Media S.A., 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

IntroductionDecades of research have established the association between adverse childhood experiences (ACEs) and adult onset of chronic diseases, influenced by health behaviors and social determinants of health (SDoH). Machine Learning (ML) is a powerful tool for computing these complex association...