AIMC Topic: Thinness

Clear Filters Showing 1 to 6 of 6 articles

Factors associated with underweight, overweight, and obesity in Chinese children aged 3-14 years using ensemble learning algorithms.

Journal of global health Feb 7, 2025
BACKGROUND: Factors underlying the development of childhood underweight, overweight, and obesity are not fully understood. Traditional models have drawbacks in handling large-scale, high-dimensional, and nonlinear data. In this study, we aimed to ide...
Adolescent Humans Child, Preschool Child Machine Learning Risk Factors Algorithms Male Female China East Asian People Thinness Ensemble Learning Pediatric Obesity Overweight Body Mass Index
View on PubMed DOI

Prediction of undernutrition and identification of its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms.

PloS one Dec 6, 2024
BACKGROUND AND OBJECTIVES: Child undernutrition is a leading global health concern, especially in low and middle-income developing countries, including Bangladesh. Thus, the objectives of this study are to develop an appropriate model for predicting ...
Cross-Sectional Studies Male Infant Female Infant, Newborn Risk Factors Malnutrition Bangladesh Child Nutrition Disorders Growth Disorders Child, Preschool Logistic Models Humans Machine Learning Algorithms Thinness
View on PubMed DOI

Predicting extremely low body weight from 12-lead electrocardiograms using a deep neural network.

Scientific reports Feb 26, 2024
Previous studies have successfully predicted overweight status by applying deep learning to 12-lead electrocardiogram (ECG); however, models for predicting underweight status remain unexplored. Here, we assessed the feasibility of deep learning in pr...
Inpatients Neural Networks, Computer Thinness Humans ROC Curve Electrocardiography
View on PubMed DOI

Liver Damage Is Related to the Degree of Being Underweight in Anorexia Nervosa and Improves Rapidly with Weight Gain.

Nutrients Jun 8, 2022
Background: The present study investigates the relationship between hypertransaminasemia and malnutrition on the basis of a very large number of patients. We assume that the level of transaminases not only reflects the extent of underlying liver cell...
Thinness Transaminases Anorexia Nervosa Body Mass Index Liver Weight Gain Adolescent Child Humans Female Aged Young Adult Adult Middle Aged
View on PubMed DOI

Prevalence and possible factors associated with anaemia, and vitamin B and folate deficiencies in women of reproductive age in Pakistan: analysis of national-level secondary survey data.

BMJ open Dec 22, 2017
OBJECTIVE: To determine the prevalence and possible factors associated with anaemia, and vitamin B and folate deficiencies in women of reproductive age (WRA) in Pakistan.
Regression Analysis Middle Aged Overweight Thinness Diet Pakistan Obesity Adolescent Vitamin B 12 Deficiency Young Adult Food Supply Anemia Prevalence Humans Nutrition Surveys Nutritional Status Adult Female Cross-Sectional Studies Folic Acid Deficiency Rural Population
View on PubMed DOI

Vitamin D status, hypertension and body mass index in an urban black community in Mangaung, South Africa.

African journal of primary health care & family medicine Oct 31, 2016
BACKGROUND: A strong relationship exists between hypertension and body weight. Research has linked both higher blood pressure and body weight with lower vitamin D status.
Urban Population Hypertension Overweight Body Mass Index Vitamin D Vitamin D Deficiency Male Middle Aged Humans HIV Infections Female Body Weight Adult Thinness Obesity Black People Blood Pressure South Africa
View on PubMed DOI
Popular Topics
Recent Journals