In this paper we report the set-up and results of the Multimodal Brain Tumor Image
Segmentation Benchmark (BRATS) organized in conjunction with the MICCAI 2012 and …

The past decade has witnessed a proliferation of studies aimed at characterizing the human
connectome. These projects map the brain regions comprising large-scale systems …

An anatomical parcellation of the spatially normalized single-subject high-resolution T1
volume provided by the Montreal Neurological Institute (MNI)(DL Collins et al., 1998, Trans …

Linear registration and motion correction are important components of structural and
functional brain image analysis. Most modern methods optimize some intensity-based cost …

A package of computer programs for analysis and visualization of three-dimensional human
brain functional magnetic resonance imaging (FMRI) results is described. The software can …

Several properties of the cerebral cortex, including its columnar and laminar organization, as
well as the topographic organization of cortical areas, can only be properly understood in …

We present a technique for automatically assigning a neuroanatomical label to each voxel in
an MRI volume based on probabilistic information automatically estimated from a manually …

Approximately one-third of all mammalian genes are essential for life. Phenotypes resulting
from knockouts of these genes in mice have provided tremendous insight into gene function …

Imaging technologies are increasingly used to generate high-resolution reference maps of
brain structure and function. Comparing experimentally generated maps to these reference …

Registration is an important component of medical image analysis and for analysing large
amounts of data it is desirable to have fully automatic registration methods. Many different …