(Q34446784)

2 August 2017

title

Classification of structural MRI images in Alzheimer's disease from the perspective of ill-posed problems (English)

1 reference

magnetic resonance imaging

2 August 2017

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author

Alzheimer's Disease Neuroimaging Initiative

series ordinal

4

object named as

Alzheimer's Disease Neuroimaging Initiative

1 reference

2 August 2017

3

Mark A Espeland

1 reference

2 August 2017

Ramon Casanova

1

1 reference

2 August 2017

Fang-Chi Hsu

series ordinal

2

1 reference

2 August 2017

language of work or name

English

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publication date

10 October 2012

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2 August 2017

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2 August 2017

volume

7

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2 August 2017

issue

10

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2 August 2017

page(s)

e44877

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Creative Commons Attribution 4.0 International

2 August 2017

copyright license

start time

10 October 2012

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April 2022 Public Data File from Crossref

copyright status

copyrighted

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cites work

The Alzheimer's Disease Neuroimaging Initiative: a review of papers published since its inception.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

High dimensional classification of structural MRI Alzheimer's disease data based on large scale regularization

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Voxelwise gene-wide association study (vGeneWAS): multivariate gene-based association testing in 731 elderly subjects

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Regularization Paths for Generalized Linear Models via Coordinate Descent

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Sparse logistic regression for whole-brain classification of fMRI data.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Linking brain-wide multivoxel activation patterns to behaviour: Examples from language and math

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

High-dimensional pattern regression using machine learning: from medical images to continuous clinical variables

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Alzheimer's Disease Neuroimaging Initiative (ADNI): clinical characterization

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

The Alzheimer's Disease Neuroimaging Initiative (ADNI): MRI methods

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Automatic classification of MR scans in Alzheimer's disease

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

A fast diffeomorphic image registration algorithm

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Reliability in multi-site structural MRI studies: effects of gradient non-linearity correction on phantom and human data

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Kernel-based data fusion and its application to protein function prediction in yeast.

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Compensation for surface coil sensitivity variation in magnetic resonance imaging

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

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

6 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Development of a new tool to correlate stroke outcome with infarct topography: a proof-of-concept study

27 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Interpretable classifiers for FMRI improve prediction of purchases.

27 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

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

27 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

COMPARE: classification of morphological patterns using adaptive regional elements.

27 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Automated cortical thickness measurements from MRI can accurately separate Alzheimer's patients from normal elderly controls

27 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Sparse multinomial logistic regression: fast algorithms and generalization bounds.

27 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

Morphological classification of brains via high-dimensional shape transformations and machine learning methods.

27 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3468621

10.1371/JOURNAL.PONE.0044877

27 October 2018

Identifiers

DOI

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2 August 2017

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1 reference

2 August 2017

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