[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 …

[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 systematic literature review on outlier detection in wireless sensor networks

M Safaei, S Asadi, M Driss, W Boulila, A Alsaeedi… - Symmetry, 2020 - mdpi.com
A wireless sensor network (WSN) is defined as a set of spatially distributed and
interconnected sensor nodes. WSNs allow one to monitor and recognize environmental …

Novel associations between inflammation-related proteins and adiposity: a targeted proteomics approach across four population-based studies

M Ponce-de-Leon, J Linseisen, A Peters, B Linkohr… - Translational …, 2022 - Elsevier
Chronic low-grade inflammation has been proposed as a linking mechanism between
obesity and the development of inflammation-related conditions such as insulin resistance …

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 …

Obesity‐related inflammatory protein signature in cardiovascular clinical outcomes: results from the Gutenberg Health Study

M Panova‐Noeva, T Koeck, C Schoelch, A Schulz… - …, 2024 - Wiley Online Library
Objective The objective of this study was to investigate whether an obesity‐related
inflammatory protein signature (OIPS) is associated with adverse cardiovascular events …

High Dimensional Data Modeling Using Graphical Models

Z Hakguder - 2021 - search.proquest.com
A defining feature of the current era is availability of massive data. This interest in data
collection is thanks to methods that draw valuable insights and availability of automated …