[HTML][HTML] A systematic literature review on obesity: Understanding the causes & consequences of obesity and reviewing various machine learning approaches used to …

M Safaei, EA Sundararajan, M Driss, W Boulila… - Computers in biology …, 2021 - Elsevier
Obesity is considered a principal public health concern and ranked as the fifth foremost
reason for death globally. Overweight and obesity are one of the main lifestyle illnesses that …

Predicting obesity in adults using machine learning techniques: an analysis of Indonesian basic health research 2018

SA Thamrin, DS Arsyad, H Kuswanto, A Lawi… - Frontiers in …, 2021 - frontiersin.org
Obesity is strongly associated with multiple risk factors. It is significantly contributing to an
increased risk of chronic disease morbidity and mortality worldwide. There are various …

[HTML][HTML] Applications of artificial intelligence to obesity research: scoping review of methodologies

R An, J Shen, Y Xiao - Journal of Medical Internet Research, 2022 - jmir.org
Background Obesity is a leading cause of preventable death worldwide. Artificial
intelligence (AI), characterized by machine learning (ML) and deep learning (DL), has …

Identification of risk factors associated with obesity and overweight—a machine learning overview

A Chatterjee, MW Gerdes, SG Martinez - Sensors, 2020 - mdpi.com
Social determining factors such as the adverse influence of globalization, supermarket
growth, fast unplanned urbanization, sedentary lifestyle, economy, and social position slowly …

[HTML][HTML] A machine learning approach for obesity risk prediction

F Ferdowsy, KSA Rahi, MI Jabiullah… - Current Research in …, 2021 - Elsevier
In modern times, obesity has become a significant threat all over the world. Obesity means
an unnatural or excessive amount of fat that is present in our bodies. People are constantly …

Predicting risk of obesity and meal planning to reduce the obese in adulthood using artificial intelligence

R Kaur, R Kumar, M Gupta - Endocrine, 2022 - Springer
Background An unhealthy diet or excessive amount of food intake creates obesity issues in
human beings that further may cause several diseases such as Polycystic Ovary Syndrome …

Epidemiology, predisposing factors, biomarkers, and prevention mechanism of obesity: a systematic review

ML Endalifer, G Diress - Journal of obesity, 2020 - Wiley Online Library
Background. Globally, obesity is becoming a public health problem in the general
population. Various determinants were reported by different scholars even though there are …

[PDF][PDF] The causes of obesity: an in-depth review

T Omer - Adv Obes Weight Manag Control, 2020 - researchgate.net
The global sharp rise in the prevalence of obesity has made it a critical public health issue in
the last few decades. The obesity epidemic deploys a detrimental impact on the economy …

Machine learning approach for the early prediction of the risk of overweight and obesity in young people

B Singh, H Tawfik - Computational Science–ICCS 2020: 20th International …, 2020 - Springer
Obesity is a major global concern with more than 2.1 billion people overweight or obese
worldwide which amounts to almost 30% of the global population. If the current trend …

Obesity and its related diseases: a new escalating alarming in global health

D Mohajan, HK Mohajan - Journal of Innovations in Medical …, 2023 - paradigmpress.org
At present rising of obesity becomes a principal public global health and economic concern.
In 1997, the World Health Organization (WHO) has declared the obesity as global epidemic …