%0 Journal Article
%T Building generic anatomical models using virtual model cutting and iterative registration
%A Mei Xiao
%A Jung Soh
%A Oscar Meruvia-Pastor
%A Eric Schmidt
%A Benedikt Hallgr¨ªmsson
%A Christoph W Sensen
%J BMC Medical Imaging
%D 2010
%I BioMed Central
%R 10.1186/1471-2342-10-5
%X The method of creating generic 3D models consists of the following processing steps: (i) scanning subjects to obtain image stacks; (ii) creating individual 3D models from the stacks; (iii) interactively extracting sub-volume by cutting each model to generate the sub-model of interest; (iv) creating image stacks that contain only the information pertaining to the sub-models; (v) iteratively registering the corresponding new 2D image stacks; (vi) averaging the newly created sub-models based on intensity to produce the generic model from all the individual sub-models.After several registration procedures are applied to the image stacks, we can create averaged image stacks with sharp boundaries. The averaged 3D model created from those image stacks is very close to the average representation of the population. The image registration time varies depending on the image size and the desired accuracy of the registration. Both volumetric data and surface model for the generic 3D model are created at the final step.Our method is very flexible and easy to use such that anyone can use image stacks to create models and retrieve a sub-region from it at their ease. Java-based implementation allows our method to be used on various visualization systems including personal computers, workstations, computers equipped with stereo displays, and even virtual reality rooms such as the CAVE Automated Virtual Environment. The technique allows biologists to build generic 3D models of their interest quickly and accurately.Spatial information of biological structures has been used to analyze their functions and to relate their shape changes to various genetic parameters [1-4]. In particular, using 3D generic models to statistically analyze trends in biological structure changes is an important tool in morphometrics research [1,2,4-10]. In order to be suitable for statistical analysis, a generic 3D model must be a single averaged model representing all individual 3D models in the same populatio
%U http://www.biomedcentral.com/1471-2342/10/5