An atlas of classifiers-a machine learning paradigm for brain MRI segmentation.

We present the Atlas of Classifiers (AoC)-a conceptually novel framework for brain MRI segmentation. The AoC is a spatial map of voxel-wise multinomial logistic regression (LR) functions learned from the labeled data. Upon convergence, the resulting fixed LR weights, a few for each voxel, represent...

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Bibliographic Details

Published in:	Medical & Biological Engineering & Computing Vol. 59; no. 9; pp. 1833 - 1850
Main Authors:	Gordon, Shiri, Kodner, Boris, Goldfryd, Tal, Sidorov, Michael, Goldberger, Jacob, Raviv, Tammy Riklin
Format:	Journal Article
Published:	Springer Nature Sep2021
Online Access:	View this record in EBSCOhost