Structural MRI
Classification of Alzheimer's Disease from 3D Structural MRI Data
... In this paper, we presented an automated method for classification of AD, MCI and controls subjects from 3D structural MRI data sets. The classifier developed is based on SVM binary models using data ...
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DTI and Structural MRI Classification in Alzheimer’s Disease
... and structural measures at the voxel ...the MRI into 73 different regions in which different GM characteristics are estimated: distribution of GM concentration from the structural MRI [22], MD ...
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Differentiation of schizophrenia using structural MRI with consideration of scanner differences: A real‐world multisite study
... of MRI scanner as a variable in the multivariate ...that structural MRI could be a useful tool for schizophrenia at the individual level and indicates that our approach of considering the MRI ...
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3D Convolutional Neural Networks for Diagnosis of Alzheimer’s Disease via structural MRI
... the MRI volume as input to the 2D CNN architectures [22]– ...using structural MRI ...functional MRI data of AD’s patients from healthy ...3D MRI when sliced and analyzed by 2D ...
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An In-Vivo Structural MRI Investigation of Newborn Infants’ Brains: Preterm Infants and Infants born with Intrauterine Growth Restriction
... Nova MRI Scanner (Phillips Medical Systems, Best, Netherlands) using a phased-array SENSE head coil (8 channel) to facilitate the production of high quality MR images with high signal- to-noise ratio ...
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Unravelling The Subfields Of The Hippocampal Head Using 7-Tesla Structural MRI
... After the other subfields are traced, the dark band will still border the medial side of the hippocampus along the entire anterior-posterior extent except at the most anterior tip, aro[r] ...
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Brain region’s relative proximity as marker for Alzheimer’s disease based on structural MRI
... High-Resolution structural brain MRI were acquired at 59 ADNI sites using ...T1-weighted MRI scans using volumetric 3D MPRAGE or equivalent protocols with varying resolution; typically ...the ...
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Role of structural MRI in Alzheimer's disease
... and MRI in the same group of subjects are summarized in Table ...than MRI in [58-62], and a couple of recent studies based on ADNI data found that the two have similar performance [44,63] and have largely ...
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A Survey on Classification of Initial Stages Ofalzheimer's Disease Using Structural MRI Images
... An MRI study of 676 AD, MCI, and normal subjects,” In one of the biggest mind MRI studies to date, we utilized tensor-based morphometry (TBM) to make 3D maps of auxiliary decay in 676 subjects with ...
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Structural MRI markers of brain aging early after ischemic stroke
... MRI acquisition and processing. Participants were imaged on a 3T Siemens TIM Trio Scanner (Siemens, Munich, Germany) at the Melbourne Brain Centre, Austin Hospital campus of the Florey Institute of Neuroscience ...
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A Survey On Brain Tumor Detection Based On Structural MRI Using Machine Learning And Deep Learning Techniques.
... classification. MRI images are pre-processed using median, Gaussian, Wiener filter, histogram equalization, skull stripping ...collect MRI from local ...
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Structural MRI correlates of PASAT performance in multiple sclerosis
... these MRI measures in cognitive test per- formance, and statistical significance may be probably ex- plained because of the large sample size included in this ...whole MRI findings and PASAT performance due ...
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The structural basis of the epilepsies: An MRI and epidemiological study
... conventional structural MRI but indirectly demonstrable with grey/white matter volumetric analysis (Sisodiya et al, 1997; Sisodiya, 2000), and do not militate against the theory that HS has a causative role ...
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Structural covariance and cortical reorganization in schizophrenia: a MRI based morphometric study
... In the present study, we used structural MRI data obtained from a sample of 81 subjects (41 patients, 40 controls) to study the properties of the schizophrenia connectome. We investigated if (1) volumetric ...
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Automatic structural parcellation of mouse brain MRI using multi-atlas label fusion.
... vivo MRI phenotyping, limiting artefacts from tissue preparation and enabling longitudinal studies ...automatic structural parcellation of in vivo mouse brain MR images by firstly performing a single-atlas ...
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MRI Investigations of Metabolic and Structural Brain Changes in Alzheimer’s Disease and Vitamin D Deprivation
... Alzheimer’s disease (AD) is a neurodegenerative disorder of the brain that presents as progressive impairment across several cognitive domains. The biological mechanisms un- derlying the development of AD remain unclear, ...
304
Familial, structural, and environmental correlates of MRI defined bone marrow lesions: a sibpair study
... In addition, T1-weighted fat saturation three-dimensional SPGR (Spoiled Gradient Recalled Acquisition in the Steady State) MRI scans were also performed on the same knee at the follow-up. Chondral defects were ...
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Voxel-based structural magnetic resonance imaging (MRI) study of patients with early onset schizophrenia
... between structural brain volume alterations, and positive and negative symptoms in various brain regions, such as the superior temporal gyrus [18-20], insula [21], fusiform gyrus [20], parahippocampal gyrus [22], ...
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Mapping the Impact and Plasticity of Cortical-Cardiovascular Interactions in Vascular Disease Using Structural and Functional MRI
... Aldred Scott Warthin (1928) described normal aging as a 'syndrome' - a complex period of retrogression that "consists, therefore, of a combination of organ - and tissue - involutions, shown histologically by ...
208
<p>Machine learning techniques in a structural and functional MRI diagnostic approach in schizophrenia: a systematic review</p>
... Selection Operator; LIBSVM, leave-one-out SVM; LOOCV, leave one out cross validation; MDD, major depressive disorder; ML, machine learning; MRI, Magnetic resonance imaging; MVPA, multivariate pat- tern analysis; ...
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