LOCUS, A Complete Software Suite for Brain Scan Segmentation

MRI brain segmentation is challenging, and typically performed manually by medical experts in a clinical setting. Manual delineation is time-critical, labour intensive, and subject to the skill of the neurologist. In addition, the treatment of pathological data compounds these problems, as the robust and rapid delineation of the damaged and recoverable region is critical for patient rehabilitation.

[1]  Benoit Scherrer,et al.  Distributed Local MRF Models for Tissue and Structure Brain Segmentation , 2009, IEEE Transactions on Medical Imaging.

[2]  Christian Barillot,et al.  A Weighted Multi-Sequence Markov Model For Brain Lesion Segmentation , 2010, AISTATS.

[3]  Christian Barillot,et al.  Adaptive weighted fusion of multiple MR sequences for brain lesion segmentation , 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

[4]  B Scherrer,et al.  Fully Bayesian joint model for MR brain scan tissue and structure segmentation. , 2008, Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.