Fully Automatic Segmentation of Brain Tumor Images Using Support Vector Machine Classification in Combination with Hierarchical Conditional Random Field Regularization

Stefan Bauer, Lutz-Peter Nolte, Mauricio Reyes. Fully Automatic Segmentation of Brain Tumor Images Using Support Vector Machine Classification in Combination with Hierarchical Conditional Random Field Regularization. In Gabor Fichtinger, Anne L. Martel, Terry M. Peters, editors, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III. Volume 6893 of Lecture Notes in Computer Science, pages 354-361, Springer, 2011. [doi]