Automatic selection of landmarks in T1-weighted head MRI with regression forests for image registration initialization

Medical image registration establishes a correspondence between images of biological structures, and it is at the core of many applications. Commonly used deformable image registration methods depend on a good preregistration initialization. We develop a learning-based method to automatically find a...

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Dades bibliogràfiques
Publicat a:J Med Imaging (Bellingham)
Autors principals: Wang, Jianing, Liu, Yuan, Noble, Jack H., Dawant, Benoit M.
Format: Artigo
Idioma:Inglês
Publicat: Society of Photo-Optical Instrumentation Engineers 2017
Matèries:
Image Processing
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5685808/
https://ncbi.nlm.nih.gov/pubmed/29181430
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.4.4.044005
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