Smart (Splitting‑Merging Assisted Reliable) Independent Component Analysis for Extracting Accurate Brain Functional Networks

Information Science, Computer Science, Artificial Intelligence, Medicine, Neurology, Medical Imaging,
independent component analysis   functional magnetic resonance imaging   brain functional networks   clustering   multi-model-order  

Smart Independent Component Analysis (SMART ICA): An Innovative Method for Extracting Accurate Brain Functional Networks Background Introduction In brain science research, Functional Networks (FNs) show great potential for understanding human brain function by exploring the integration and interaction relationships between different brain regions. ...

Altered Functional Brain Networks in Coronary Heart Disease: Independent Component Analysis and Graph Theoretical Analysis

Altered Functional Brain Networks in Coronary Heart Disease: Independent Component Analysis and Graph Theoretical Analysis

Medicine, Neurology, Medical Imaging, Cardiovascular System,
coronary heart disease   resting-state functional MRI   functional connectivity   independent component analysis   graph theoretical analysis  

Changes in Functional Brain Networks in Coronary Heart Disease Patients: Independent Component Analysis and Graph Theory Analysis This article, published in the 229th volume of “Brain Structure and Function” in 2024, explores the changes in functional connectivity (FC) and brain network topology in patients with coronary heart disease (CHD). The st...