[PDF][PDF] Clinical Research & Reviews

X Yi, Y He, S Gao, M Li - … & Metabolic Syndrome: Clinical Research & …, 2024 - binasss.sa.cr
Background and aims: Obesity is a chronic disease which can cause severe metabolic
disorders. Machine learning (ML) techniques, especially deep learning (DL), have proven to …

A review of the application of deep learning in obesity: From early prediction aid to advanced management assistance

X Yi, Z Heyang, S Gao, M Li - … & Metabolic Syndrome: Clinical Research & …, 2024 - Elsevier
Background and aims Obesity is a chronic disease which can cause severe metabolic
disorders. Machine learning (ML) techniques, especially deep learning (DL), have proven to …

[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 …

Systematic review of machine learning applied to the prediction of obesity and overweight

A Ferreras, S Sumalla-Cano, R Martínez-Licort… - Journal of medical …, 2023 - Springer
Obesity and overweight has increased in the last year and has become a pandemic disease,
the result of sedentary lifestyles and unhealthy diets rich in sugars, refined starches, fats and …

Deep learning-based prediction of obesity levels according to eating habits and physical condition

M Kıvrak - The Journal of Cognitive Systems, 2021 - dergipark.org.tr
Obesity occurs as a result of excessive fat storage in the body and brings along physical and
mental problems [1]. The physical function has been associated with impaired quality of life …

[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 …

Using Deep Learning to Predict Obesity and Its Effect on Human Physiology

M Ali, R Shabanh, S Fraihat - 2023 24th International Arab …, 2023 - ieeexplore.ieee.org
Obesity is a pressing global health issue with significant implications for human physiology
and overall wellbeing. This research paper explores the application of deep learning …

[PDF][PDF] A review of the application of machine learning in adult obesity studies

M Alkhalaf, P Yu, J Shen, C Deng - Applied Computing and …, 2022 - aimspress.com
In obesity studies, several researchers have been applying machine learning tools to
identify factors affecting human body weight. However, a proper review of strength …

A survey on machine and deep learning models for childhood and adolescent obesity

H Siddiqui, A Rattani, NK Woods, L Cure… - IEEE …, 2021 - ieeexplore.ieee.org
Childhood and adolescent obesity is a serious health problem that is on the rise at the
global level. Earlier, certain diseases such as Type 2 diabetes, high blood pressure, and …

Deep learning for diabetes: a systematic review

T Zhu, K Li, P Herrero… - IEEE Journal of Biomedical …, 2020 - ieeexplore.ieee.org
Diabetes is a chronic metabolic disorder that affects an estimated 463 million people
worldwide. Aiming to improve the treatment of people with diabetes, digital health has been …