An ensemble-of-classifiers based approach for early diagnosis of Alzheimer's disease: classification using structural features of brain images. (Q34234332)

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English	An ensemble-of-classifiers based approach for early diagnosis of Alzheimer's disease: classification using structural features of brain images.	scientific article

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scholarly article

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Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

An ensemble-of-classifiers based approach for early diagnosis of Alzheimer's disease: classification using structural features of brain images (English)

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

Alzheimer's disease

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1

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

Muhammad Abuzar Fahiem

2

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

3

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

author name string

Saima Farhan

1

1 reference

Europe PubMed Central

PubMed publication ID

31 July 2017

Muhammad Abuzar Fahiem

2

1 reference

Europe PubMed Central

PubMed publication ID

31 July 2017

Huma Tauseef

3

1 reference

Europe PubMed Central

PubMed publication ID

31 July 2017

publication date

9 September 2014

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

Computational and Mathematical Methods in Medicine

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

2014

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

862307

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

copyright license

Creative Commons Attribution 3.0 Unported

1 January 2014

1 reference

April 2022 Public Data File from Crossref

copyright status

1 reference

April 2022 Public Data File from Crossref

Alzheimer's disease risk assessment using large-scale machine learning methods

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Hierarchical fusion of features and classifier decisions for Alzheimer's disease diagnosis

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6 July 2018

Prediction of Alzheimer's disease and mild cognitive impairment using cortical morphological patterns

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Regional magnetic resonance imaging measures for multivariate analysis in Alzheimer's disease and mild cognitive impairment

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6 July 2018

Multi-method analysis of MRI images in early diagnostics of Alzheimer's disease

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6 July 2018

Multimodal classification of Alzheimer's disease and mild cognitive impairment

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

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6 July 2018

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

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Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset

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Multidimensional classification of hippocampal shape features discriminates Alzheimer's disease and mild cognitive impairment from normal aging

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6 July 2018

Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease

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6 July 2018

Comparison of AdaBoost and support vector machines for detecting Alzheimer's disease through automated hippocampal segmentation

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4172935

6 July 2018

Early diagnosis of Alzheimer's disease using cortical thickness: impact of cognitive reserve

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4172935

6 July 2018

Fully automatic hippocampus segmentation and classification in Alzheimer's disease and mild cognitive impairment applied on data from ADNI

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4172935

6 July 2018

Support vector machine-based classification of Alzheimer's disease from whole-brain anatomical MRI.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4172935

6 July 2018

Automatic classification of MR scans in Alzheimer's disease

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4172935

6 July 2018

Alzheimer's disease diagnosis in individual subjects using structural MR images: validation studies

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4172935

6 July 2018

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4172935

6 July 2018

Open Access Series of Imaging Studies (OASIS): Cross-sectional MRI Data in Young, Middle Aged, Nondemented, and Demented Older Adults

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6 July 2018

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging

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6 July 2018

Computer-assisted imaging to assess brain structure in healthy and diseased brains

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4172935

6 July 2018

Early diagnosis of Alzheimer's disease: contribution of structural neuroimaging

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4172935

6 July 2018

BrainSuite: An automated cortical surface identification tool

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6 July 2018

Surface-based labeling of cortical anatomy using a deformable atlas.

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6 July 2018

Computed tomography--but not magnetic resonance imaging--identified periventricular white-matter lesions predict symptomatic cerebrovascular disease in probable Alzheimer's disease.

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Neuropathological stageing of Alzheimer-related changes

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6 July 2018

Early detection of Alzheimer's disease: an fMRI marker for people at risk?

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21 January 2018

Use of SVM methods with surface-based cortical and volumetric subcortical measurements to detect Alzheimer's disease.

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21 January 2018

Does feature selection improve classification accuracy? Impact of sample size and feature selection on classification using anatomical magnetic resonance images.

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21 January 2018

Multivariate deformation-based analysis of brain atrophy to predict Alzheimer's disease in mild cognitive impairment.

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21 January 2018

Evaluation of Alzheimer's disease by analysis of MR images using multilayer perceptrons and committee machines.

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21 January 2018

Voxel-based morphometric comparison between early- and late-onset mild Alzheimer's disease and assessment of diagnostic performance of z score images.

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28 October 2018

Evolution of Alzheimer's disease related cortical lesions.

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Accurate prediction of histologically confirmed Alzheimer's disease and the differential diagnosis of dementia: the use of NINCDS-ADRDA and DSM-III-R criteria, SPECT, X-ray CT, and Apo E4 in medial temporal lobe dementias. Oxford Project to Investig

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

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Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM

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based on heuristic

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2013 Alzheimer's disease facts and figures

1 reference

https://pubmed.ncbi.nlm.nih.gov/25276224

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Identifiers

10.1155/2014/862307

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

DBLP publication ID

journals/cmmm/FarhanFT14

1 reference

DBLP Dataset 2021-01-02

28 January 2021

PMC publication ID

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

PubMed publication ID

1 reference

Europe PubMed Central

PMC publication ID

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:25276224%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

ResearchGate publication ID

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