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Brain extraction from normal and pathological images: A joint PCA/Image-Reconstruction approach

Xu Han, Roland Kwitt, Stephen Aylward, Spyridon Bakas, Bjoern Menze, Alexander Asturias, Paul Vespa, John Van Horn, Marc Niethammer
2018 NeuroImage  
Brain extraction from images is a common pre-processing step. Many approaches exist, but they are frequently only designed to perform brain extraction from images without strong pathologies.  ...  This paper proposes a brain extraction approach which can explicitly account for pathologies by jointly modeling normal tissue and pathologies.  ...  , and EECS-1711776.  ... 
doi:10.1016/j.neuroimage.2018.04.073 pmid:29730494 pmcid:PMC6036616 fatcat:ltcuwq4l7zgxbevgccci57f7me

Real time on-the-fly dynamic MRI for radiotherapy

Bryson Dietz
2020
Therefore, there exists a trade-off between image quality and image acquisition speed.  ...  External beam radiotherapy (EBRT) utilizes high energy radiation (primarily photons or electrons) generated from a linear accelerator (linac) for the treatment of cancer.  ...  Discussion Dynamic PCA Image Reconstruction It is evident that CS-PCA reconstruction is an effective reconstruction technique for real-time dynamic imaging.  ... 
doi:10.7939/r3-bcs3-5g90 fatcat:7syp4xv5drb2xdn3cvb2n2nsmy