Accurate neuroimaging biomarkers to predict body mass index in adolescents: a longitudinal study

B Park, CS Chung, MJ Lee, H Park - Brain imaging and behavior, 2020 - Springer
Obesity is often associated with cardiovascular complications. Adolescent obesity is a risk
factor for cardiovascular disease in adulthood; thus, intensive management is warranted in …

[HTML][HTML] Physical activity and exercise alter cognitive abilities, and brain structure and activity in obese children

X Shao, LH Tan, L He - Frontiers in neuroscience, 2022 - frontiersin.org
The prevalence of childhood obesity is increasing to such an extent that it has become a
major global public health problem in the 21st century. Obesity alters children's brain …

[HTML][HTML] Structural and functional brain connectivity of people with obesity and prediction of body mass index using connectivity

B Park, J Seo, J Yi, H Park - PloS one, 2015 - journals.plos.org
Obesity is a medical condition affecting billions of people. Various neuroimaging methods
including magnetic resonance imaging (MRI) have been used to obtain information about …

[HTML][HTML] Multimodal brain predictors of current weight and weight gain in children enrolled in the ABCD study®

S Adise, N Allgaier, J Laurent, S Hahn… - Developmental …, 2021 - Elsevier
Multimodal neuroimaging assessments were utilized to identify generalizable brain
correlates of current body mass index (BMI) and predictors of pathological weight gain (ie …

Deep learning‐based BMI inference from structural brain MRI reflects brain alterations following lifestyle intervention

O Finkelstein, G Levakov, A Kaplan… - Human Brain …, 2024 - Wiley Online Library
Obesity is associated with negative effects on the brain. We exploit Artificial Intelligence (AI)
tools to explore whether differences in clinical measurements following lifestyle interventions …

[HTML][HTML] Predicting body mass index from structural MRI brain images using a deep convolutional neural network

P Vakli, RJ Deák-Meszlényi, T Auer… - Frontiers in …, 2020 - frontiersin.org
In recent years, deep learning (DL) has become more widespread in the fields of cognitive
and clinical neuroimaging. Using deep neural network models to process neuroimaging …

Excess BMI in early adolescence adversely impacts maturating functional circuits supporting high-level cognition and their structural correlates

SJ Brooks, C Smith, C Stamoulis - International journal of obesity, 2023 - nature.com
Abstract Background/Objectives Adverse effects of excess BMI (affecting 1 in 5 children in
the US) on brain circuits during neurodevelopmentally vulnerable periods are incompletely …

Individualized morphometric similarity predicts body mass index and food approach behavior in school-age children

Y Wang, D Dong, X Chen, X Gao, Y Liu, M Xiao… - Cerebral …, 2023 - academic.oup.com
Childhood obesity is associated with alterations in brain structure. Previous studies
generally used a single structural index to characterize the relationship between body mass …

[HTML][HTML] The Differential Effects of Adiposity and Fitness on Functional Connectivity in Preadolescent Children

NE Logan, DR Westfall, LB Raine… - Medicine and science …, 2022 - ncbi.nlm.nih.gov
Purpose: Childhood obesity is a global health concern, with> 340 million youth considered
overweight or obese. In addition to contributing greatly to health care costs, excess adiposity …

Association of body mass index and waist circumference with imaging metrics of brain integrity and functional connectivity in children aged 9 to 10 Years in the US …

S Kaltenhauser, CF Weber, H Lin, A Mozayan… - JAMA Network …, 2023 - jamanetwork.com
Importance Aside from widely known cardiovascular implications, higher weight in children
may have negative associations with brain microstructure and neurodevelopment. Objective …