AI Medical Compendium Journal:
Journal of health, population, and nutrition

Showing 1 to 5 of 5 articles

Prediction of depression risk in middle-aged and elderly Cardiovascular-Kidney-Metabolic syndrome patients by social and environmental determinants of health: an interpretable machine learning approach using longitudinal data from China.

Journal of health, population, and nutrition Jun 4, 2025
BACKGROUND: Cardiovascular-Kidney-Metabolic (CKM) syndrome is a systemic disease characterized by pathophysiological interactions between the cardiovascular system, chronic kidney disease, and metabolic risk factors. In China, the prevalence of CKM i...
Risk Assessment China Cardiovascular Diseases Middle Aged Female Longitudinal Studies Risk Factors Metabolic Syndrome Social Determinants of Health Aged Depression Male Renal Insufficiency, Chronic Humans Machine Learning
View on PubMed DOI

Application of machine learning algorithms in osteoporosis analysis based on cardiovascular health assessed by life's essential 8: a cross-sectional study.

Journal of health, population, and nutrition May 29, 2025
BACKGROUND: Life's Essential 8 (LE8) for assessing cardiovascular health (CVH) has been demonstrated to be inversely associated with osteoporosis (OP). This study aims to create a machine learning (ML) model to assess the clinical association value o...
Male Cardiovascular Diseases Aged Cross-Sectional Studies Nutrition Surveys United States Middle Aged Risk Assessment Algorithms Osteoporosis Female Risk Factors Humans Machine Learning Health Behavior Life Style
View on PubMed DOI

The predictive role of identifying frailty in assessing the need for palliative care in the elderly: the application of machine learning algorithm.

Journal of health, population, and nutrition Apr 23, 2025
BACKGROUND: Palliative care is a key component of integrated care to improve care quality and reduce hospitalization costs for patients with chronic obstructive pulmonary disease (COPD). This study aims to use machine learning algorithms to create an...
Palliative Care Needs Assessment Humans Machine Learning Algorithms Male Frailty Frail Elderly Geriatric Assessment Aged, 80 and over Female Pulmonary Disease, Chronic Obstructive Aged
View on PubMed DOI

Nutritional intake of micronutrient and macronutrient and type 2 diabetes: machine learning schemes.

Journal of health, population, and nutrition Feb 7, 2025
BACKGROUND: Diabetes mellitus, an endocrine system disease, is a common disease involving many patients worldwide. Many studies are performed to evaluate the correlation between micronutrients/macronutrients on diabetes but few of them have a high st...
Micronutrients Nutrients Iran Diabetes Mellitus, Type 2 Logistic Models Adult Humans Male Machine Learning Incidence Middle Aged Female Cohort Studies Aged Diet
View on PubMed DOI

Prevalence and predicting factors of perceived stress among Bangladeshi university students using machine learning algorithms.

Journal of health, population, and nutrition Nov 27, 2021
BACKGROUND: Stress-related mental health problems are one of the most common causes of the burden in university students worldwide. Many studies have been conducted to predict the prevalence of stress among university students, however most of these ...
Stress, Psychological Students Universities Humans Prevalence Machine Learning
View on PubMed DOI
Popular Topics
Popular Journals