Towards a Deeper Understanding: Utilizing Machine Learning to Investigate the Association between Obesity and Cognitive Decline—A Systematic Review

I Veneziani, A Grimaldi, A Marra, E Morini… - Journal of Clinical …, 2024 - mdpi.com
Background/Objectives: Several studies have shown a relation between obesity and
cognitive decline, highlighting a significant global health challenge. In recent years, artificial …

The Impact of Obesity on Cognitive Function

HM Melo, NM Lyra E Silva, CA Grillo - Frontiers in Neuroscience, 2022 - frontiersin.org
Obesity is a modern epidemic and a relevant public health concern worldwide. Multiple
factors contribute to this global health burden, including genetic, behavioral, and social …

[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 …

Examining the relationship between obesity and cognitive function: a systematic literature review

C Prickett, L Brennan, R Stolwyk - Obesity research & clinical practice, 2015 - Elsevier
The increasing prevalence of both obesity and dementia is a significant public health
concern, especially as recent research demonstrates a significant relationship between …

A brief neuropsychological battery for measuring cognitive functions associated with obesity

IB Hovens, JR Dalenberg, DM Small - Obesity, 2019 - Wiley Online Library
Objective Although ample evidence links obesity to cognitive dysfunction, the trajectory of
cognitive change, the underlying mechanisms, and the involvement of related factors, such …

[HTML][HTML] The influence of obesity on cognitive functioning among healthcare professionals: A comprehensive analysis

C Rukadikar, CJ Shah, A Raju, S Popat, R Josekutty - Cureus, 2023 - ncbi.nlm.nih.gov
The Influence of Obesity on Cognitive Functioning Among Healthcare Professionals: A
Comprehensive Analysis - PMC Back to Top Skip to main content NIH NLM Logo Access keys …

A review of the association between obesity and cognitive function across the lifespan: implications for novel approaches to prevention and treatment

E Smith, P Hay, L Campbell, JN Trollor - Obesity reviews, 2011 - Wiley Online Library
Recent research suggests that increased adiposity is associated with poor cognitive
performance, independently of associated medical conditions. The evidence regarding this …

Weight loss is associated with improvements in cognitive function among overweight and obese people: A systematic review and meta-analysis

N Veronese, S Facchini, B Stubbs, C Luchini… - Neuroscience & …, 2017 - Elsevier
Whilst obesity is associated with a higher risk of cognitive impairment, the influence of
weight loss on cognitive function in obese/overweight people is equivocal. We conducted a …

Executive functioning in extreme obesity: Contributions from metabolic status, medical comorbidities, and psychiatric factors

K Mulhauser, EL Reynolds, BC Callaghan, C Fierro… - Obesity Surgery, 2021 - Springer
Purpose Extreme obesity has been associated with cognitive deficits across the lifespan and
may be a risk factor for dementia in later life. However, the relationship between obesity and …

Development and validation of a cognitive dysfunction risk prediction model for the abdominal obesity population

C Lei, G Wu, Y Cui, H Xia, J Chen, X Zhan… - Frontiers in …, 2024 - frontiersin.org
Objectives This study was aimed to develop a nomogram that can accurately predict the
likelihood of cognitive dysfunction in individuals with abdominal obesity by utilizing various …