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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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Pubblicato in:Conf Proc IEEE Eng Med Biol Soc
Autori principali: Liu, Yuan, Dawant, Benoit M.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2014
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Accesso online: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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