Evoked Component Analysis (ECA): Decomposing the Functional Ultrasound Signal with GLM-Regularization

Information Science, Automation, Artificial Intelligence, Medicine, Medical Imaging,
Evoked Component Analysis   Functional Ultrasound   GLM Regularization   Neuroimaging   Low-Rank Decomposition  

Evoked Component Analysis (ECA): Decomposing Functional Ultrasound Signals Based on GLM Regularization Background The analysis of functional neuroimaging data aims to uncover spatial and temporal patterns of brain activity. Existing data analysis methods mainly fall into two categories: fully data-driven analysis methods and methods that rely on pr...