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

A Erol, B Generowicz, P Kruizinga… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Analysis of functional neuroimaging data aims to unveil spatial and temporal patterns of
interest. Existing analysis methods fall into two categories: fully data-driven approaches and …

GLM-Regularized Low-Rank Factorization For Extracting Functional Response From Swept-3D Functional Ultrasound

A Erol, B Generowicz, P Kruizinga… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Functional ultrasound (fUS) is an emerging neuroimaging modality that indirectly measures
neural activity by detecting fluctuations in local blood dynamics. fUS acquisitions typically …