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4 articles related to "Gaussian Graphical Models Ggms"

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Articles

Methods

Published on 03 Jul 2025

Learning Gaussian graphical models from correlated data

in Data and Model Integration

Zeyuan Song
Sophia Gunn
Stefano Monti
Gina M. Peloso
Ching-Ti Liu
Kathryn Lunetta
Paola Sebastiani

Frontiers in Systems Biology

doi 10.3389/fsysb.2025.1589079

2,067 views

Original Research

Published on 13 Jan 2025

Network modeling of problematic social media use components in college student social media users

in Addictive Disorders

Jianyong Chen
Ting Su
Junqiang Dong
Yuzhi Li
Ju Feng
Yingxiu Chen
Gu Liu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2024.1386845

2,947 views
4 citations

Original Research

Published on 27 Jan 2022

An Augmented High-Dimensional Graphical Lasso Method to Incorporate Prior Biological Knowledge for Global Network Learning

in Computational Genomics

Yonghua Zhuang
Fuyong Xing
Debashis Ghosh
Farnoush Banaei-Kashani
Russell P. Bowler
Katerina Kechris

Frontiers in Genetics

doi 10.3389/fgene.2021.760299

6,133 views
6 citations

Original Research

Published on 21 Apr 2020

Gaussian Graphical Models Reveal Inter-Modal and Inter-Regional Conditional Dependencies of Brain Alterations in Alzheimer's Disease

in Neurocognitive Aging and Behavior

Martin Dyrba
Reza Mohammadi
Michel J. Grothe
Thomas Kirste
Stefan J. Teipel

Frontiers in Aging Neuroscience

doi 10.3389/fnagi.2020.00099

5,333 views
48 citations