Multi-Parametric Analysis and Registration of Brain Tumors: Constructing Statistical Atlases and Diagnostic Tools of Predictive Value

Davatzikos, C., Zacharaki, E.I., Gooya, A. and Clark, V. (2011) Multi-Parametric Analysis and Registration of Brain Tumors: Constructing Statistical Atlases and Diagnostic Tools of Predictive Value. In: 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Boston, MA, USA, 30 August - 3 September 2011, ISBN 9781457715891 (doi: 10.1109/IEMBS.2011.6091764)

Abstract

We discuss computer-based image analysis algorithms of multi-parametric MRI of brain tumors, aiming to assist in early diagnosis of infiltrating brain tumors, and to construct statistical atlases summarizing population-based characteristics of brain tumors. These methods combine machine learning, deformable registration, multi-parametric segmentation, and biophysical modeling of brain tumors.

• Item Type: Conference Proceedings
• Status: Published
• Refereed: Yes
• Glasgow Author(s) Enlighten ID: Gooya, Dr Ali
• Authors: Davatzikos, C., Zacharaki, E.I., Gooya, A., and Clark, V.
• College/School: College of Science and Engineering > School of Computing Science
• ISSN: 1558-4615
• ISBN: 9781457715891