Accurate neuroimaging biomarkers to predict body mass index in adolescents: a longitudinal study
Obesity is often associated with cardiovascular complications. Adolescent obesity is a risk
factor for cardiovascular disease in adulthood; thus, intensive management is warranted in …
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 …
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
Obesity is a medical condition affecting billions of people. Various neuroimaging methods
including magnetic resonance imaging (MRI) have been used to obtain information about …
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®
Multimodal neuroimaging assessments were utilized to identify generalizable brain
correlates of current body mass index (BMI) and predictors of pathological weight gain (ie …
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
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 …
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 …
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 …
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
Childhood obesity is associated with alterations in brain structure. Previous studies
generally used a single structural index to characterize the relationship between body mass …
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
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 …
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 …
may have negative associations with brain microstructure and neurodevelopment. Objective …