Predicting dyslipidemia incidence: unleashing machine learning algorithms on Lifestyle Promotion Project data

• Main Authors: Senobar Naderian (Author), Zeinab Nikniaz (Author), Mahdieh Abbasalizad Farhangi (Author), Leila Nikniaz (Author), Taha Sama-Soltani (Author), Parisa Rostami (Author)
• Format: Book
• Published: BMC, 2024-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Dyslipidemia, characterized by variations in plasma lipid profiles, poses a global health threat linked to millions of deaths annually. Objectives This study focuses on predicting dyslipidemia incidence using machine learning methods, addressing the crucial need for early identif...