Deep-learning based fully automatic segmentation of the globus pallidus interna and externa using ultra-high 7 Tesla MRI

Deep brain stimulation (DBS) surgery has been shown to dramatically improve the quality of life for patients with various motor dysfunctions, such as those afflicted with Parkinson's disease (PD), dystonia, and essential tremor (ET), by relieving motor symptoms associated with such pathologies....

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Bibliographic Details
Main Authors:	Aman, J. (Author), Braun, H. (Author), Harel, N. (Author), Palnitkar, T. (Author), Park, M.C (Author), Patriat, R. (Author), Sapiro, G. (Author), Solomon, O. (Author), Vitek, J. (Author)
Format:	Article
Language:	English
Published:	John Wiley and Sons Inc 2021
Subjects:	7 Tesla magnetic resonance imaging adult Adult aged Aged Aged, 80 and over amygdala anatomy and histology Article basal ganglion brain depth stimulation cohort analysis computer assisted diagnosis controlled study convolutional neural network deep brain stimulation deep learning Deep Learning deep-learning diagnostic imaging essential tremor false negative result false positive result female Female globus pallidus Globus Pallidus human Humans Image Interpretation, Computer-Assisted image segmentation Magnetic Resonance Imaging major clinical study male Male middle aged Middle Aged motor dysfunction Movement Disorders natural language processing nuclear magnetic resonance imaging Parkinson disease Parkinson's disease pathology patient-specific priority journal procedures quantitative analysis reproducibility Reproducibility of Results segmentation temporal lobe thalamus very elderly young adult Young Adult
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Deep-learning based fully automatic segmentation of the globus pallidus interna and externa using ultra-high 7 Tesla MRI

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