Epidaure Research Project INRIA Sophia Antipolis


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Background

This work was done under the supervision of Prof. Michael Brady and Prof. Andrew Zisserman. My PhD research was developed at the Medical Vision Lab of the Robotics Research Group of the University of Oxford, from October 1996 until January 2000.

Combined statistical and geometrical segmentation of MRI images

(webpage under construction)

Setting confidence bounds using coupled surfaces

(webpage under construction)

bounds on ventricle

Estimation of the partial volume effect in MRI

partial volume effect

(webpage under construction)

Application to schizophrenia research

(webpage under construction)

Publications

M. A. González Ballester. Computer-Aided MRI-Based Analysis of Brain Morphology. DPhil Transfer Thesis, University of Oxford, 1997.

M. A. González Ballester, A. Zisserman, and M. Brady. Combined Statistical and Geometrical 3D Segmentation and Measurement of Brain Structures. In B. Vemuri, editor, Proc. of Workshop on Biomedical Image Analysis WBIA'98, Santa Barbara, 1998.

M. A. González Ballester, A. Zisserman, and M. Brady. Measurement of Brain Structures based on Statistical and Geometrical 3D Segmentation. In Proc. of First Int. Conf. on Medical Image Computing and Computer-Assisted Intervention (MICCAI'98), volume 1496 of Lecture Notes in Computer Science, Cambridge, USA, October 1998. Springer Verlag.

M. A. González Ballester, A. Zisserman, and M. Brady. Segmentation and Measurement of Brain Structures from MRI. In First International Workshop on Recent Advances in Brain Morphometry, Kent, UK, 1998.

S. Chance, R. Craven, M. A. González Ballester, and T. Crow. A New Method for MRI Assessment of Torque in Schizophrenic Brains. In 8th International Congress on Schizophrenia Research, Santa Fe, New Mexico, 1999.

M. A. González Ballester, M. Brady, and A. Zisserman. Narrowing Confidence Bounds Using Estimates of Partial Volume Effects. In 2nd International Workshop on Recent Advances in Brain Morphometry, Corsendonck, Belgium, 1999.

M. A. González Ballester. Accurate Shape Modelling and Measurement Using Estimates of Partial Volume Effects. Tutorial on Recent Advances in Image Segmentation at MICCAI, September 1999.

M. A. González Ballester. Morphometric Analysis of Brain Structures in MRI. PhD Thesis, University of Oxford, 1999.

M. A. González Ballester, A. Zisserman, and M. Brady. Segmentation and Measurement of Brain Structures in MRI Including Confidence Bounds. Medical Image Analysis, 4(3):189--200, 2000.

M. A. González Ballester, A. Zisserman, and M. Brady. Estimation of the Partial Volume Effect in MRI. Medical Image Analysis, 6(4):389--405, December 2002.


  Copyright 2002 © Epidaure - INRIA Sophia Antipolis - Last updated 31/3/2003