AIMC Topic: Body Mass Index

Clear Filters Showing 71 to 80 of 256 articles

Profiling Physical Fitness of Physical Education Majors Using Unsupervised Machine Learning.

International journal of environmental research and public health Dec 22, 2022
The academic curriculum has shown to promote sedentary behavior in college students. This study aimed to profile the physical fitness of physical education majors using unsupervised machine learning and to identify the differences between sexes, acad...
Unsupervised Machine Learning Physical Fitness Physical Education and Training Male Exercise Body Mass Index Humans Female Cross-Sectional Studies
View on PubMed DOI

Prediction of Marathon Performance using Artificial Intelligence.

International journal of sports medicine Dec 6, 2022
Although studies used machine learning algorithms to predict performances in sports activities, none, to the best of our knowledge, have used and validated two artificial intelligence techniques: artificial neural network (ANN) and k-nearest neighbor...
Body Mass Index Athletic Performance Marathon Running Humans Artificial Intelligence Algorithms
View on PubMed DOI

The Association of Waist Circumference with the Prevalence and Survival of Digestive Tract Cancer in US Adults: A Population Study Based on Machine Learning Methods.

Computational and mathematical methods in medicine Oct 6, 2022
AIMS: This paper aims to investigate the relationship of waist circumference (WC) with digestive tract cancer morbidity and mortality.
Adult Neoplasms Prevalence Humans Body Mass Index Machine Learning Waist Circumference Risk Factors Gastrointestinal Tract
View on PubMed DOI

Determining the effective factors in predicting diet adherence using an intelligent model.

Scientific reports Jul 19, 2022
Adhering to a healthy diet plays an essential role in preventing many nutrition-related diseases, such as obesity, diabetes, high blood pressure, and other cardiovascular diseases. This study aimed to predict adherence to the prescribed diets using a...
Body Mass Index Obesity Female Diet, Healthy Humans Male Neural Networks, Computer Diet
View on PubMed DOI

Improved Prediction of Body Mass Index in Real-World Administrative Healthcare Claims Databases.

Advances in therapy Jun 10, 2022
INTRODUCTION: To continue closing the gap between the predictive modeling and its real-world application, we report a new data-to-prediction pipeline that advanced the state-of-the-art predictive performance of body mass index (BMI) classifications b...
Databases, Factual ROC Curve Body Mass Index Humans Machine Learning Delivery of Health Care Administrative Claims, Healthcare
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...
Middle Aged Thinness Adolescent Aged Humans Transaminases Body Mass Index Child Young Adult Female Anorexia Nervosa Liver Adult Weight Gain
View on PubMed DOI

Obesity and individual performance: the case of eSports.

International journal of obesity (2005) May 18, 2022
BACKGROUND/OBJECTIVES: The study considers the problem of the inclusion of people with obesity in the context of the growing role of computer-based work. Negative stereotypes about people with obesity still hold even when they are irrelevant in tasks...
Body Mass Index Obesity Video Games Humans Artificial Intelligence Exercise
View on PubMed DOI

A Study on the Relationship Between Adolescent Health Behavior, BMI, and Blood Physical and Chemical Properties.

Frontiers in public health Mar 15, 2022
In this study, the blood test index, demographic data, and health promotion behavior of adolescents were analyzed to provide a reference for early prevention and treatment of physical decline and abnormal biochemical indexes of adolescents. Using a c...
Adolescent Body Mass Index Adolescent Health Health Behavior Humans Female Cross-Sectional Studies Male Exercise
View on PubMed DOI

Agreement of anthropometric and body composition measures predicted from 2D smartphone images and body impedance scales with criterion methods.

Obesity research & clinical practice Jan 31, 2022
BACKGROUND/OBJECTIVES: Body composition and anthropometry assessment from two-dimensional smartphone images is possible through advancement of computational hardware and artificial intelligence (AI) techniques. This study established agreement of a n...
Smartphone Body Mass Index Humans Female Body Composition Anthropometry Artificial Intelligence Adult Electric Impedance Male Absorptiometry, Photon
View on PubMed DOI

Artificial neural network model effectively estimates muscle and fat mass using simple demographic and anthropometric measures.

Clinical nutrition (Edinburgh, Scotland) Nov 24, 2021
BACKGROUND & AIMS: Lean muscle and fat mass in the human body are important indicators of the risk of cardiovascular and metabolic diseases. Techniques such as dual-energy X-ray absorptiometry (DXA) accurately measure body composition, but they are c...
Nutrition Surveys Body Mass Index Muscle, Skeletal Adipose Tissue Reproducibility of Results Anthropometry Body Composition Humans Adult Reference Values Absorptiometry, Photon Neural Networks, Computer Male Demography Female
View on PubMed DOI
Popular Topics
Recent Journals