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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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Bibliografiske detaljer
Udgivet i:Conf Proc IEEE Eng Med Biol Soc
Main Authors: Liu, Yuan, Dawant, Benoit M.
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang: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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