Fig. 2.
Data flow diagram. Coordinate transformations are determined between the input images via image registration. The resulting transformations are then used to create a shape regression model based on the subjects’ independent variable values. The latter are then also used to obtain local regression models of pixel intensities. The combined shape and intensity models are instantiated for selected atlas independent variables to create the final atlas.