ANTs extracts information from complex datasets that include imaging. Paired with ANTsR (answer), ANTs is useful for managing, interpreting and visualizing multidimensional data. ANTs is considered the leading medical image registration toolkit in the world. ANTsR is an emerging tool supporting standardized multimodality image analysis. ANTs depends on the Insight ToolKit (ITK), a popular medical image processing library.
Role: Creator, Algorithm Design, Implementation
Role: Compeller, Algorithm Design,
Team: Gang Song (Originator),
Jeffrey T. Duda (DTI), Hans J. Johnson (Large-Scale
Diffeomorphisms: Translation, Rigid, Affine, SyN, Velocity
Atropos Multivar-EM Segmentation, N4 Bias Correction, DiReCT cortical thickness
Sparse PCA, Sparse CCA, Sparse Regression
morphology, GetLargestComponent, CCA, FillHoles ... much more!