(Q28683731)

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

scientific article (publication date: 2013)

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

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machine learning

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based on heuristic

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multicenter clinical trial

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Alzheimer's disease

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based on heuristic

inferred from title

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based on heuristic

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Martin Dyrba

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Michela Pievani

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Michela Pievani

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Massimo Filippi

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Massimo Filippi

11

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Harald Hampel

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Stefan J Teipel

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object named as

Stefan J Teipel

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Thomas Meindl

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object named as

Ingo Kilimann

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Arun L W Bokde

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Andreas Fellgiebel

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object named as

Andreas Fellgiebel

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Stefan Klöppel

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object named as

Stefan Klöppel

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Karlheinz Hauenstein

14

object named as

Karlheinz Hauenstein

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Martin Wegrzyn

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object named as

Claudia Plant

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Annahita Oswald

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Annahita Oswald

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Michael Ewers

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Thomas Kirste

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publication date

2013

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8

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5

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e64925

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Creative Commons Attribution 4.0 International

31 May 2013

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April 2022 Public Data File from Crossref

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machine learning

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based on heuristic

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Alliance for aging research AD biomarkers work group: structural MRI.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3669206

17 March 2017

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

1 reference

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17 March 2017

“Mini-mental state”

1 reference

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7 April 2017

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

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7 April 2017

Research criteria for the diagnosis of Alzheimer's disease: revising the NINCDS-ADRDA criteria

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7 April 2017

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3 June 2018

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

1 reference

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1 reference

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1 reference

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3 June 2018

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

1 reference

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1 reference

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1 reference

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3 June 2018

Automatic classification of MR scans in Alzheimer's disease

1 reference

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Diffusion imaging concepts for clinicians

1 reference

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White matter damage in Alzheimer disease and mild cognitive impairment: assessment with diffusion-tensor MR imaging and parallel imaging techniques

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3 June 2018

Age-related myelin breakdown: a developmental model of cognitive decline and Alzheimer's disease

1 reference

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1 reference

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3 June 2018

Increased A beta peptides and reduced cholesterol and myelin proteins characterize white matter degeneration in Alzheimer's disease

1 reference

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3 June 2018

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

1 reference

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3 June 2018

Loss of connectivity in Alzheimer's disease: an evaluation of white matter tract integrity with colour coded MR diffusion tensor imaging

1 reference

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

1 reference

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Quantification of tissue damage in AD using diffusion tensor and magnetization transfer MRI.

1 reference

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Diffusion tensor imaging of normal appearing white matter and its correlation with cognitive functioning in mild cognitive impairment and Alzheimer's disease

1 reference

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

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Diffusion tensor imaging in early Alzheimer's disease.

1 reference

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Voxel-based detection of white matter abnormalities in mild Alzheimer disease

1 reference

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

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

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Replicability of diffusion tensor imaging measurements of fractional anisotropy and trace in brain

1 reference

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1 reference

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White matter damage of patients with Alzheimer's disease correlated with the decreased cognitive function

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

1 reference

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1 reference

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1 reference

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27 November 2018

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1 reference

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27 November 2018

Identifiers

10.1371/JOURNAL.PONE.0064925

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Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

2013PLoSO...864925D

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OpenCitations bibliographic resource ID

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Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

PMC publication ID

1 reference

Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

PubMed publication ID

1 reference

Consolidated OpenCitations Corpus – April 2017

OpenCitations bibliographic resource ID

ResearchGate publication ID

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