Reading Group: Classifier fusion with STEPS

SpeakerManuel Jorge Cardoso
AffiliationCMIC, UCL
DateWednesday, 21 Mar 2012
Time16:00 - 17:00
LocationFoster Court 235
Event seriesMachine Learning for Neuroimaging Reading Group
Description

Classifier fusion with STEPS (Similarity and Truth Estimation for Propagated Segmentations) and its application to hippocampal segmentation and brain parcelation.

[1] M. J. Cardoso, K. Leung, M. Modat, J. Barnes, and S. Ourselin, “Locally Ranked STAPLE for template based segmentation propagation,” MICCAI 2011 Workshop on Multi-Atlas Labeling and Statistical Fusion, Sep. 2011.
[2] M. J. Cardoso, M. Modat, S. Keihaninejad, D. Cash, and S. Ourselin, “Multi-STEPS: Multi-label Similarity and Truth Estimation for Propagated Segmentations,” MMBIA, pp. 153–158, Jan. 2012.

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