Multimodal analysis of functional and structural disconnection in Alzheimer's disease using multiple kernel SVM. (Q41460468)

1 October 2017

Multimodal analysis of functional and structural disconnection in Alzheimer's disease using multiple kernel SVM. (English)

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1 October 2017

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Martin Dyrba

1

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Michel J. Grothe

object named as

Michel Grothe

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2

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Stefan J Teipel

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4

object named as

Stefan J Teipel

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1 October 2017

Thomas Kirste

3

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1 October 2017

9 February 2015

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1 October 2017

14

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published in

Human Brain Mapping

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1 October 2017

36

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1 October 2017

2118-2131

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1 October 2017

6

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Effects of hardware heterogeneity on the performance of SVM Alzheimer's disease classifier

1 October 2017

1 reference

Absolute diffusivities define the landscape of white matter degeneration in Alzheimer's disease

21 January 2018

1 reference

Diffusion tensor metrics as biomarkers in Alzheimer's disease

21 January 2018

1 reference

White matter damage in Alzheimer disease and its relationship to gray matter atrophy

21 January 2018

1 reference

A fast diffeomorphic image registration algorithm

21 January 2018

1 reference

Volumetric MRI study of the caudate nucleus in patients with dementia with Lewy bodies, Alzheimer's disease, and vascular dementia

21 January 2018

1 reference

Volumetry of amygdala and hippocampus and memory performance in Alzheimer's disease.

21 January 2018

1 reference

White matter damage in Alzheimer's disease assessed in vivo using diffusion tensor magnetic resonance imaging

21 January 2018

1 reference

Neuropathological stageing of Alzheimer-related changes

21 January 2018

1 reference

Loss of intranetwork and internetwork resting state functional connections with Alzheimer's disease progression

21 January 2018

1 reference

A white matter disorder in dementia of the Alzheimer type: a pathoanatomical study.

21 January 2018

1 reference

Cortical hubs revealed by intrinsic functional connectivity: mapping, assessment of stability, and relation to Alzheimer's disease

21 January 2018

1 reference

Microstructural diffusion changes are independent of macrostructural volume loss in moderate to severe Alzheimer's disease

21 January 2018

1 reference

Patterns of temporal lobe atrophy in semantic dementia and Alzheimer's disease

21 January 2018

1 reference

Classification of Alzheimer disease, mild cognitive impairment, and normal cognitive status with large-scale network analysis based on resting-state functional MR imaging

21 January 2018

1 reference

Combined volumetry and DTI in subcortical structures of mild cognitive impairment and Alzheimer's disease patients.

21 January 2018

1 reference

21 January 2018

Support-vector networks

1 reference

A whole brain fMRI atlas generated via spatially constrained spectral clustering.

21 January 2018

1 reference

Automated detection of amnestic mild cognitive impairment in community-dwelling elderly adults: a combined spatial atrophy and white matter alteration approach.

21 January 2018

1 reference

Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI database

21 January 2018

1 reference

DTI measures in crossing-fibre areas: increased diffusion anisotropy reveals early white matter alteration in MCI and mild Alzheimer's disease.

21 January 2018

1 reference

Robust automated detection of microstructural white matter degeneration in Alzheimer's disease using machine learning classification of multicenter DTI data

21 January 2018

1 reference

Automated tractography of the cingulate bundle in Alzheimer's disease: a multicenter DTI study.

21 January 2018

1 reference

Statistical parametric mapping

21 January 2018

1 reference

Detecting structural changes in whole brain based on nonlinear deformations-application to schizophrenia research.

21 January 2018

1 reference

Voxel-based morphometry versus region of interest: a comparison of two methods for analyzing gray matter differences in schizophrenia.

21 January 2018

1 reference

Computer aided diagnosis system for Alzheimer disease using brain diffusion tensor imaging features selected by Pearson's correlation.

21 January 2018

1 reference

Individual prediction of cognitive decline in mild cognitive impairment using support vector machine-based analysis of diffusion tensor imaging data

21 January 2018

1 reference

Resting-state multi-spectrum functional connectivity networks for identification of MCI patients

21 January 2018

1 reference

Predictive markers for AD in a multi-modality framework: an analysis of MCI progression in the ADNI population

21 January 2018

1 reference

Predicting human resting-state functional connectivity from structural connectivity

21 January 2018

1 reference

Intracranial Volume and Alzheimer Disease

21 January 2018

1 reference

Segmentation and volumetric analysis of the caudate nucleus in Alzheimer's disease.

21 January 2018

1 reference

Automatic classification of MR scans in Alzheimer's disease

21 January 2018

1 reference

Diagnostic power of default mode network resting state fMRI in the detection of Alzheimer's disease.

21 January 2018

1 reference

Volumes of hippocampus, amygdala and frontal lobes in the MRI-based diagnosis of early Alzheimer's disease: correlation with memory functions.

21 January 2018

1 reference

Diffusion MR imaging: clinical applications

21 January 2018

1 reference

Exploring the functional brain network of Alzheimer's disease: based on the computational experiment

21 January 2018

1 reference

3D maps localize caudate nucleus atrophy in 400 Alzheimer's disease, mild cognitive impairment, and healthy elderly subjects

21 January 2018

1 reference

The topographic distribution of brain atrophy in Alzheimer's disease

21 January 2018

1 reference

Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease

21 January 2018

1 reference

The diagnosis of dementia due to Alzheimer's disease: recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease

21 January 2018

1 reference

White matter changes in mild cognitive impairment and AD: A diffusion tensor imaging study.

21 January 2018

1 reference

Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template

21 January 2018

1 reference

Diagnostic utility of hippocampal size and mean diffusivity in amnestic MCI.

21 January 2018

1 reference

Diffusion abnormality in the posterior cingulum and hippocampal volume: correlation with disease progression in Alzheimer's disease.

21 January 2018

1 reference

Two-sided confidence intervals for the single proportion: comparison of seven methods

21 January 2018

1 reference

Using support vector machines with multiple indices of diffusion for automated classification of mild cognitive impairment

21 January 2018

1 reference

Default mode network connectivity in stable vs progressive mild cognitive impairment

21 January 2018

1 reference

Functional network disruption in the degenerative dementias

21 January 2018

1 reference

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease

21 January 2018

1 reference

Region of interest analysis for fMRI

21 January 2018

1 reference

Amygdala atrophy is prominent in early Alzheimer's disease and relates to symptom severity

21 January 2018

1 reference

Visualization of nonlinear kernel models in neuroimaging by sensitivity maps

21 January 2018

1 reference

Complex network measures of brain connectivity: uses and interpretations

21 January 2018

1 reference

Loss of 'small-world' networks in Alzheimer's disease: graph analysis of FMRI resting-state functional connectivity

21 January 2018

1 reference

A diffusion tensor MRI study of patients with MCI and AD with a 2-year clinical follow-up.

21 January 2018

1 reference

Amygdala cell loss and atrophy in Alzheimer's disease

21 January 2018

1 reference

Advances in functional and structural MR image analysis and implementation as FSL

21 January 2018

1 reference

Voxel based versus region of interest analysis in diffusion tensor imaging of neurodevelopment.

21 January 2018

1 reference

[Structural and functional neuronal connectivity in Alzheimer's disease: a combined DTI and fMRI study].

21 January 2018

1 reference

Selective changes of resting-state networks in individuals at risk for Alzheimer's disease

21 January 2018

1 reference

Network analysis of intrinsic functional brain connectivity in Alzheimer's disease

21 January 2018

1 reference

Multivariate network analysis of fiber tract integrity in Alzheimer's disease.

21 January 2018

1 reference

White matter microstructure underlying default mode network connectivity in the human brain.

21 January 2018

1 reference

Alzheimer's disease: connecting findings from graph theoretical studies of brain networks

21 January 2018

1 reference

Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain

21 January 2018

1 reference

The amygdala in Alzheimer's disease: Neuropathology and Alz 50 Immunoreactivity

21 January 2018

1 reference

Neuron loss and shrinkage in the amygdala in Alzheimer's disease.

21 January 2018

1 reference

Identification of MCI individuals using structural and functional connectivity networks

21 January 2018

1 reference

MRI correlates of neurofibrillary tangle pathology at autopsy: a voxel-based morphometry study

21 January 2018

1 reference

MRI patterns of atrophy associated with progression to AD in amnestic mild cognitive impairment

21 January 2018

1 reference

Comparison of diffusion tensor imaging and voxel-based morphometry to detect white matter damage in Alzheimer's disease.

21 January 2018

1 reference

Accurate multimodal probabilistic prediction of conversion to Alzheimer's disease in patients with mild cognitive impairment

21 January 2018

1 reference

Multimodal classification of Alzheimer's disease and mild cognitive impairment

21 January 2018

1 reference

Abnormal connectivity in the posterior cingulate and hippocampus in early Alzheimer's disease and mild cognitive impairment.

21 January 2018

1 reference

Combining DTI and MRI for the Automated Detection of Alzheimer’s Disease Using a Large European Multicenter Dataset

21 January 2018

1 reference

Longitudinal Changes in Fiber Tract Integrity in Healthy Aging and Mild Cognitive Impairment: A DTI Follow-Up Study

21 January 2018

1 reference

Patterns of temporal lobe atrophy in semantic dementia and Alzheimer's disease

21 January 2018

1 reference

12 December 2020

Neurotransmitter dysfunction and atrophy of the caudate nucleus in Alzheimer's disease

1 reference

12 December 2020

Widespread alterations in functional brain network architecture in amnestic mild cognitive impairment.

1 reference

12 December 2020

Alzheimer's disease and amnestic mild cognitive impairment weaken connections within the default-mode network: a multi-modal imaging study.

1 reference

12 December 2020

Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data

1 reference

12 December 2020

The Consortium to Establish a Registry for Alzheimer's Disease (CERAD). Part I. Clinical and neuropsychological assessment of Alzheimer's disease

1 reference

12 December 2020

Predicting Prodromal Alzheimer's Disease in Subjects with Mild Cognitive Impairment Using Machine Learning Classification of Multimodal Multicenter Diffusion-Tensor and Magnetic Resonance Imaging Data

1 reference

12 December 2020

Structural and functional network connectivity breakdown in Alzheimer’s disease studied with magnetic resonance imaging techniques.

1 reference

12 December 2020

Mapping the structural brain changes in Alzheimer's disease: the independent contribution of two imaging modalities

1 reference

12 December 2020

Anatomical MRI and DTI in the diagnosis of Alzheimer's disease: a European multicenter study.

1 reference

12 December 2020

Intensity and coherence of motifs in weighted complex networks.

1 reference

12 December 2020

DPARSF: A MATLAB Toolbox for "Pipeline" Data Analysis of Resting-State fMRI

1 reference

12 December 2020

Using diffusion tensor imaging and mixed-effects models to investigate primary and secondary white matter degeneration in Alzheimer's disease and mild cognitive impairment.

1 reference

12 December 2020

DTI analyses and clinical applications in Alzheimer's disease

1 reference

12 December 2020

Clinical application of basal regional cerebral blood flow fluctuation measurements by FMRI.

1 reference

12 December 2020

1 reference

7 January 2021

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Identifiers

DOI

10.1002/HBM.22759

1 reference

1 October 2017

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1 reference

PubMed ID

25664619