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 …
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
Background Obesity is a leading cause of preventable death worldwide. Artificial
intelligence (AI), characterized by machine learning (ML) and deep learning (DL), has …
intelligence (AI), characterized by machine learning (ML) and deep learning (DL), has …
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 …
mental problems [1]. The physical function has been associated with impaired quality of life …
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 …
the result of sedentary lifestyles and unhealthy diets rich in sugars, refined starches, fats and …
[HTML][HTML] A systematic literature review on obesity: Understanding the causes & consequences of obesity and reviewing various machine learning approaches used to …
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 …
reason for death globally. Overweight and obesity are one of the main lifestyle illnesses that …
DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework
The global prevalence of childhood and adolescent obesity is a major concern due to its
association with chronic diseases and long-term health risks. Artificial intelligence …
association with chronic diseases and long-term health risks. Artificial intelligence …
Deep learning for diabetes: a systematic review
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 …
worldwide. Aiming to improve the treatment of people with diabetes, digital health has been …
A survey on deep learning in medicine: Why, how and when?
New technologies are transforming medicine, and this revolution starts with data. Health
data, clinical images, genome sequences, data on prescribed therapies and results …
data, clinical images, genome sequences, data on prescribed therapies and results …
A survey on machine and deep learning models for childhood and adolescent obesity
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 …
global level. Earlier, certain diseases such as Type 2 diabetes, high blood pressure, and …
Obesity related disease prediction from healthcare communities using machine learning
NC Pereira, J D'souza, P Rana… - 2019 10th International …, 2019 - ieeexplore.ieee.org
In addition to the rapid growth of Machine Learning in biomedical and healthcare
communities, the accurate analysis of medical data benefits early disease detection, patient …
communities, the accurate analysis of medical data benefits early disease detection, patient …