Automated lesion detection on MRI scans using combined unsupervised and supervised methods

BACKGROUND: Accurate and precise detection of brain lesions on MR images (MRI) is paramount for accurately relating lesion location to impaired behavior. In this paper, we present a novel method to automatically detect brain lesions from a T1-weighted 3D MRI. The proposed method combines the advanta...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:BMC Med Imaging
Main Authors: Guo, Dazhou, Fridriksson, Julius, Fillmore, Paul, Rorden, Christopher, Yu, Hongkai, Zheng, Kang, Wang, Song
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2015
Teme:
Research Article
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4628334/
https://ncbi.nlm.nih.gov/pubmed/26518734
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12880-015-0092-x
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