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Automatic Detection of the Anterior and Posterior Commissures on MRI Scans using Regression Forests

Identification of the anterior and posterior commissure is crucial in stereotactic and functional neurosurgery, human brain mapping, and medical image processing. We present a learning-based algorithm to automatically and rapidly localize these landmarks using random forests regression. Given a poin...

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Publicat a:Conf Proc IEEE Eng Med Biol Soc
Autors principals: Liu, Yuan, Dawant, Benoit M.
Format: Artigo
Idioma:Inglês
Publicat: 2014
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4422502/
https://ncbi.nlm.nih.gov/pubmed/25570255
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC.2014.6943887
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