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Many statistical shape analysis methods produce various types of data about the analyzed surfaces, such
as p-value maps, distance maps, 3D difference vectors and local covariance matrices. This data is often
too large and thus difficult to be properly [...]

Implementing the Automatic Generation of 3D Statistical Shape Models with ITK
Published in The Insight Journal
Published in The Insight Journal
Statistical Shape Models are a popular method for segmenting three-dimensional medical images. To
obtain the required landmark correspondences, various automatic approaches have been proposed. In
this work, we present an improved version of minimizing the [...]

An ITK Implementation of a Diffusion Tensor Images Resampling Filter
Published in The Insight Journal
Published in The Insight Journal
This paper describes the implementation of a resampling filter for Diffusion Tensor Images (DTI) in the Insight ToolKit (ITK). ITK already contains a filter for resampling scalar and vector images as well as several transformation and interpolation classes. [...]

Gross shape measures such as volume have been widely used in statistical analysis of anatomical structures. Statistical shape analysis methods have emerged within the last decade to allow for a localized analysis of shape. Most shape analysis frameworks are [...]

Framework for the Statistical Shape Analysis of Brain Structures using SPHARM-PDM
Published in The Insight Journal
Published in The Insight Journal
Shape analysis has become of increasing interest to
the neuroimaging community due to its potential to precisely locate
morphological changes between healthy and pathological structures.
This manuscript presents a comprehensive set of tools for the [...]

3D Segmentation in the Clinic: A Grand Challenge II: MS lesion segmentation
Published in The MIDAS Journal
Published in The MIDAS Journal
This paper describes the setup of a segmentation competition for the automatic extraction of Multiple Sclerosis (MS) lesions from brain Magnetic Resonance Imaging (MRI) data. This competition is one of three competitions that make up a comparison workshop at [...]
