Machine learning to evaluate the relationship between social determinants and diabetes prevalence in New York City

• Main Authors: Ann Aerts (Author), Elizabeth Adamson (Author), William B Weeks (Author), Yongkang Zhang (Author), Darren Tanner (Author), Ji Eun Chang (Author), Peter Speyer (Author), Juan M Lavista Ferres (Author)
• Format: Book
• Published: BMJ Publishing Group, 2024-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Introduction Diabetes is a leading contributor to cardiovascular disease and mortality; social determinants of health (SDOH) are associated with disparities in diabetes risk. Quantifying the cumulative impact of SDOH and identifying the SDOH most associated with diabetes prevalence at the neighbourh...