[HTML][HTML] 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] 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 …

Estimation of obesity levels through the proposed predictive approach based on physical activity and nutritional habits

HG Gozukara Bag, FH Yagin, Y Gormez, PP González… - Diagnostics, 2023 - mdpi.com
Obesity is the excessive accumulation of adipose tissue in the body that leads to health
risks. The study aimed to classify obesity levels using a tree-based machine-learning …

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 …

PRMT: predicting risk factor of obesity among middle-aged people using data mining techniques

R Hossain, SMH Mahmud, MA Hossin… - Procedia computer …, 2018 - Elsevier
Obesity is an anatomical condition characterized by an extreme growth of body fat. The
obesity rate is increasing gradually; from prior research, obesity is the serious health …

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 …

Obesity level estimation software based on decision trees

E De-La-Hoz-Correa, F Mendoza Palechor… - 2019 - repositorio.cuc.edu.co
Obesity has become a global epidemic that has doubled since 1980, with serious
consequences for health in children, teenagers and adults. Obesity is a problem has been …

[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 …

A machine learning approach for predicting weight gain risks in young adults

B Singh, H Tawfik - 2019 10th International Conference on …, 2019 - ieeexplore.ieee.org
Individuals developing signs of weight gain or obesity are at a risk of developing serious
illnesses such as type 2 diabetes, respiratory problems, coronary heart disease and stroke …

[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 …