ANTs extracts information from complex datasets that include imaging. Paired with ANTsR (answer), ANTs is useful for managing, interpreting and visualizing multidimensional imaging data. ANTs is popularly considered a state-of-the-art medical image registration and segmentation toolkit. ANTsR is an emerging tool supporting standardized multimodality image analysis. ANTs depends on the Insight ToolKit (ITK), a widely used medical image processing library to which ANTs developers contribute.
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!