Automatic labeling of MR brain images through extensible learning and atlas forests

scientific article

Automatic labeling of MR brain images through extensible learning and atlas forests is …
instance of (P31):
scholarly articleQ13442814

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P819ADS bibcode2017MedPh..44.6329X
P356DOI10.1002/MP.12591
P698PubMed publication ID28921541

P50authorRenchao JinQ51724799
P2093author name stringHong Liu
Lijun Xu
Chih-Cheng Hung
Enmin Song
Meng Yan
P2860cites workMulti-atlas segmentation with augmented features for cardiac MR imagesQ43780641
Local label learning (LLL) for subcortical structure segmentation: application to hippocampus segmentation.Q45958401
Concatenated Spatially-localized Random Forests for Hippocampus Labeling in Adult and Infant MR Brain ImagesQ48334166
Automatic anatomical brain MRI segmentation combining label propagation and decision fusionQ48465201
Multiatlas-based segmentation with preregistration atlas selectionQ51595039
Label Fusion in Atlas-Based Segmentation Using a Selective and Iterative Method for Performance Level Estimation (SIMPLE)Q51675492
Multi-atlas-based segmentation with local decision fusion--application to cardiac and aortic segmentation in CT scansQ51856970
Diffeomorphic demons: efficient non-parametric image registrationQ51861936
Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brainsQ52000529
Random ForestsQ115707260
Induction of Decision TreesQ22680706
A generative model for image segmentation based on label fusionQ24600552
101 labeled brain images and a consistent human cortical labeling protocolQ28710422
Computing Large Deformation Metric Mappings via Geodesic Flows of DiffeomorphismsQ29398363
Combination strategies in multi-atlas image segmentation: application to brain MR dataQ33410713
A generative probability model of joint label fusion for multi-atlas based brain segmentationQ33624088
Using manifold learning for atlas selection in multi-atlas segmentationQ34924981
A Supervised Patch-Based Approach for Human Brain LabelingQ35868658
Automatic labeling of MR brain images by hierarchical learning of atlas forestsQ37490226
Iterative multi-atlas-based multi-image segmentation with tree-based registrationQ38740157
Encoding atlases by randomized classification forests for efficient multi-atlas label propagationQ43439907
elastix: a toolbox for intensity-based medical image registrationQ43583315
P433issue12
P407language of work or nameEnglishQ1860
P921main subjectautomationQ184199
P304page(s)6329-6340
P577publication date2017-09-18
P1433published inMedical PhysicsQ15764251
P1476titleAutomatic labeling of MR brain images through extensible learning and atlas forests
P478volume44

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Q91559551Label fusion method combining pixel greyscale probability for brain MR segmentationcites workP2860

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