Overview of CloudReg¶
Motivation¶
Quantifying terascale multi-modal human and animal imaging data requires scalable analysis tools. We developed CloudReg, an automated, terascale, cloud-based image analysis pipeline for preprocessing and cross-modal, non-linear registration between volumetric datasets with artifacts. CloudReg was developed using cleared murine brain light-sheet microscopy images, but is also accurate in registering the following datasets to their respective atlases: in vivo human and ex vivo macaque brain magnetic resonance imaging, ex vivo murine brain micro-computed tomography.
Results¶
Documentation¶
CloudReg is a pipeline for terascale image preprocessing and 3D nonlinear registration between two image volumes wth polynomial intensity correspondence.