Improved EM-Based Tissue Segmentation and Partial Volume Effect Quantification in Multi-sequence Brain MRI

Author:

Dugas-Phocion Guillaume,Ballester Miguel Angel González,Malandain Grégoire,Lebrun Christine,Ayache Nicholas

Publisher

Springer Berlin Heidelberg

Reference9 articles.

1. Dempster, A., Laird, N., Rubin, D.: Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society 39, 1–38 (1977)

2. González Ballester, M.A., Zisserman, A., Brady, M.: Estimation of the partial volume effect in MRI. Medical Image Analysis 6, 389–405 (2002)

3. Leemput, K.V., Maes, F., Vandermeulen, D., Colchester, A., Suetens, P.: Automated segmentation of multiple sclerosis lesions by model outlier detection. IEEE TMI 20, 677–688 (2001)

4. Shattuck, D.W., Sandor-Leahy, S.R., Shaper, K.A., Rottenberg, D.A., Leahy, R.M.: Magnetic Resonance Image Tissue Classification Using a Partial Volume Model. NeuroImage 13, 856–876 (2001)

5. Lecture Notes in Computer Science;A. Noe,2002

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