Obesity is associated with decreased gray matter volume in children: a longitudinal study

F Jiang, G Li, W Ji, Y Zhang, F Wu, Y Hu… - Cerebral …, 2023 - academic.oup.com
Childhood obesity has become a global health problem. Previous studies showed that
childhood obesity is associated with brain structural differences relative to controls …

Multimodal data fusion using sparse canonical correlation analysis and cooperative learning: a COVID-19 cohort study

AG Er, DY Ding, B Er, M Uzun, M Cakmak… - NPJ Digital …, 2024 - nature.com
Through technological innovations, patient cohorts can be examined from multiple views
with high-dimensional, multiscale biomedical data to classify clinical phenotypes and predict …

Canonical correlation analysis with low-rank learning for image representation

Y Lu, W Wang, B Zeng, Z Lai… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As a multivariate data analysis tool, canonical correlation analysis (CCA) has been widely
used in computer vision and pattern recognition. However, CCA uses Euclidean distance as …

The unity and diversity of verbal and visuospatial creativity: Dynamic changes in hemispheric lateralisation

Y Gao, X Wu, Y Yan, M Li, F Qin, M Ma… - Human Brain …, 2023 - Wiley Online Library
The investigation of similarities and differences in the mechanisms of verbal and
visuospatial creative thinking has long been a controversial topic. Prior studies found that …

[HTML][HTML] Association between nucleus accumbens volume and future tobacco and Marijuana use in early adolescence

S Assari, B Najand, P Sheikhattari - … of Medicine, Surgery, and Public Health, 2024 - Elsevier
Abstract Introduction Nucleus accumbens (NAc), a crucial component of the brain's reward
network, plays a role in reward-related behaviors like substance use. However, limited …

Nucleus accumbens functional connectivity with the frontoparietal network predicts subsequent change in body mass index for American children

S Assari, S Boyce, M Bazargan - Brain Sciences, 2020 - mdpi.com
Background: Nucleus accumbens (NAc) is a brain structure with a well-established role in
the brain reward processing system. Altered function of the NAc is shown to have a role in …

[HTML][HTML] Sex Differences in the Relationship Between Nucleus Accumbens Volume and Youth Tobacco or Marijuana Use Following Stressful Life Events

S Assari, P Sheikhattari - Journal of mental health & clinical …, 2024 - ncbi.nlm.nih.gov
Background: Exposure to stressful life events (SLEs) can upset balance and affect the
healthy brain development of children and youths. These events may influence substance …

[HTML][HTML] Multimodal Biomedical Data Fusion Using Sparse Canonical Correlation Analysis and Cooperative Learning: A Cohort Study on COVID-19

AG Er, DY Ding, B Er, M Uzun, M Cakmak… - Research …, 2023 - ncbi.nlm.nih.gov
Through technological innovations, patient cohorts can be examined from multiple views
with high-dimensional, multiscale biomedical data to classify clinical phenotypes and predict …

Multimodal data fusion using sparse canonical correlation analysis and cooperative learning: a COVID-19 cohort study

Y Aydın Son - 2024 - open.metu.edu.tr
Through technological innovations, patient cohorts can be examined from multiple views
with high-dimensional, multiscale biomedical data to classify clinical phenotypes and predict …

[HTML][HTML] Latent representations for the characterisation of mental diseases

CS Salcedo - 2021 - dialnet.unirioja.es
Las técnicas de aprendizaje automático están siendo cruciales en el campo de la salud y,
en particular, en el análisis de las enfermedades mentales. Estas se estudian habitualmente …