Metabolic syndrome predictive modelling in Bangladesh applying machine learning approach - Hossain, Md Farhad; Hossain, Shaheed; Akter, Mst. Nira; Nahar, Ainur; Liu, Bowen; Faruque, Md Omar (PloS one, 2024)
Keywords: Accuracy; Adolescent; Adult; Adults; Aged; Algorithms; Bangladesh - epidemiology; Biology and Life Sciences; Blood levels; Blood pressure; Body mass index; Cardiovascular disease; Cardiovascular diseases; Chi-square test; Cholesterol; Computer and Information Sciences; Criteria; Decision trees; Diabetes; Diagnosis; Evaluation; Female; Females; Health aspects; Heart diseases; High density lipoprotein; Humans; Hypertension; Insulin resistance; Learning algorithms; Machine Learning; Male; Mathematical models; Medicine and Health Sciences; Metabolic disorders; Metabolic syndrome; Metabolic Syndrome - diagnosis; Metabolic Syndrome - epidemiology; Metabolic syndrome X; Middle Aged; Obesity; Obesity, Abdominal - diagnosis; Obesity, Abdominal - epidemiology; Overweight; Parameter identification; People and Places; Prediction models; Prevalence; Random variables; Risk Factors; Socioeconomic factors; Support vector machines; Triglycerides; Young Adult; Bangladesh; United States--US