Search Results - "Vladimir Fonov"
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SCT: Spinal Cord Toolbox, an open-source software for processing spinal cord MRI data
Published in NeuroImage (Orlando, Fla.) (15-01-2017)“…For the past 25 years, the field of neuroimaging has witnessed the development of several software packages for processing multi-parametric magnetic resonance…”
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A comparison of publicly available linear MRI stereotaxic registration techniques
Published in NeuroImage (Orlando, Fla.) (01-07-2018)“…Linear registration to a standard space is one of the major steps in processing and analyzing magnetic resonance images (MRIs) of the brain. Here we present an…”
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PAM50: Unbiased multimodal template of the brainstem and spinal cord aligned with the ICBM152 space
Published in NeuroImage (Orlando, Fla.) (15-01-2018)“…Template-based analysis of multi-parametric MRI data of the spinal cord sets the foundation for standardization and reproducibility, thereby helping the…”
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Structural imaging biomarkers of Alzheimer's disease: predicting disease progression
Published in Neurobiology of aging (01-01-2015)“…Abstract Optimized magnetic resonance imaging (MRI)–based biomarkers of Alzheimer's disease (AD) may allow earlier detection and refined prediction of the…”
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Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge
Published in IEEE transactions on medical imaging (01-09-2019)“…Accurate segmentation of infant brain magnetic resonance (MR) images into white matter (WM), gray matter (GM), and cerebrospinal fluid is an indispensable…”
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Simultaneous segmentation and grading of anatomical structures for patient's classification: Application to Alzheimer's disease
Published in NeuroImage (Orlando, Fla.) (15-02-2012)“…In this paper, we propose an innovative approach to robustly and accurately detect Alzheimer's disease (AD) based on the distinction of specific atrophic…”
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Bloody noise: The impact of blood‐flow artifacts on registration
Published in Human brain mapping (01-10-2023)“…Blood‐flow artifacts present a serious challenge for most, if not all, volumetric analytical approaches. We utilize T1‐weighted data with prominent blood‐flow…”
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Identifying incipient dementia individuals using machine learning and amyloid imaging
Published in Neurobiology of aging (01-11-2017)“…Identifying individuals destined to develop Alzheimer's dementia within time frames acceptable for clinical trials constitutes an important challenge to design…”
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The Canadian Dementia Imaging Protocol: Harmonizing National Cohorts
Published in Journal of magnetic resonance imaging (01-02-2019)“…Background Harmonized protocols to collect imaging data must be devised, employed, and maintained in multicentric studies to reduce interscanner variability in…”
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Performance comparison of 10 different classification techniques in segmenting white matter hyperintensities in aging
Published in NeuroImage (Orlando, Fla.) (15-08-2017)“…White matter hyperintensities (WMHs) are areas of abnormal signal on magnetic resonance images (MRIs) that characterize various types of histopathological…”
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Patch-based segmentation using expert priors: Application to hippocampus and ventricle segmentation
Published in NeuroImage (Orlando, Fla.) (15-01-2011)“…Quantitative magnetic resonance analysis often requires accurate, robust, and reliable automatic extraction of anatomical structures. Recently,…”
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Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images
Published in NeuroImage (Orlando, Fla.) (01-12-2018)“…The human cerebellum plays an essential role in motor control, is involved in cognitive function (i.e., attention, working memory, and language), and helps to…”
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Atypical co-development of the thalamus and cortex in autism: Evidence from age-related white-gray contrast change
Published in Human brain mapping (01-04-2024)“…Recent studies have shown that white-gray contrast (WGC) of either cortical or subcortical gray matter provides for accurate predictions of age in typically…”
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CERES: A new cerebellum lobule segmentation method
Published in NeuroImage (Orlando, Fla.) (15-02-2017)“…The human cerebellum is involved in language, motor tasks and cognitive processes such as attention or emotional processing. Therefore, an automatic and…”
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BEaST: Brain extraction based on nonlocal segmentation technique
Published in NeuroImage (Orlando, Fla.) (01-02-2012)“…Brain extraction is an important step in the analysis of brain images. The variability in brain morphology and the difference in intensity characteristics due…”
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Unbiased age-specific structural brain atlases for Chinese pediatric population
Published in NeuroImage (Orlando, Fla.) (01-04-2019)“…In magnetic resonance (MR) imaging studies of child brain development, structural brain atlases usually serve as important references for the pediatric…”
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DARQ: Deep learning of quality control for stereotaxic registration of human brain MRI to the T1w MNI-ICBM 152 template
Published in NeuroImage (Orlando, Fla.) (15-08-2022)“…Linear registration to stereotaxic space is a common first step in many automated image-processing tools for analysis of human brain MRI scans. This step is…”
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Cortical and subcortical T1 white/gray contrast, chronological age, and cognitive performance
Published in NeuroImage (Orlando, Fla.) (01-08-2019)“…The maturational schedule of typical brain development is tightly constrained; deviations from it are associated with cognitive atypicalities, and are…”
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A sub+cortical fMRI‐based surface parcellation
Published in Human brain mapping (01-02-2022)“…Both cortical and subcortical structures are organized into a large number of distinct areas reflecting functional and cytoarchitectonic differences. Mapping…”
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Validation of a Regression Technique for Segmentation of White Matter Hyperintensities in Alzheimer's Disease
Published in IEEE transactions on medical imaging (01-08-2017)“…Segmentation and volumetric quantification of white matter hyperintensities (WMHs) is essential in assessment and monitoring of the vascular burden in aging…”
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