(Q35046556)

6 August 2017

title

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

1 reference

Alzheimer's Disease Neuroimaging Initiative

6 August 2017

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0 references

series ordinal

8

object named as

Alzheimer's Disease Neuroimaging Initiative

1 reference

6 August 2017

Kaycee M Sink

3

0 references

Mark A Espeland

series ordinal

7

object named as

Mark A Espeland

1 reference

6 August 2017

6

Susan M Resnick

1 reference

6 August 2017

5

Jeff D Williamson

1 reference

6 August 2017

4

Stephen R Rapp

1 reference

6 August 2017

Ramon Casanova

1

1 reference

6 August 2017

Fang-Chi Hsu

series ordinal

2

1 reference

6 August 2017

language of work or name

English

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publication date

8 November 2013

1 reference

6 August 2017

1 reference

6 August 2017

volume

8

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6 August 2017

issue

11

1 reference

6 August 2017

page(s)

e77949

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Creative Commons CC0 License

6 August 2017

copyright license

start time

8 November 2013

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted, dedicated to the public domain by copyright holder

0 references

cites work

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

1 reference

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Development and assessment of a composite score for memory in the Alzheimer's Disease Neuroimaging Initiative (ADNI)

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

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

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

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

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

Multimodal classification of Alzheimer's disease and mild cognitive impairment

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

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

8 July 2018

1 reference

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Derivation of a new ADAS-cog composite using tree-based multivariate analysis: prediction of conversion from mild cognitive impairment to Alzheimer disease

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

Regularization Paths for Generalized Linear Models via Coordinate Descent

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

Genetic variation and neuroimaging measures in Alzheimer disease

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

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

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

Alterations in multiple measures of white matter integrity in normal women at high risk for Alzheimer's disease

8 July 2018

1 reference

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

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

In vivo structural neuroanatomy of corpus callosum in Alzheimer's disease and mild cognitive impairment using different MRI techniques: a review

8 July 2018

1 reference

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

8 July 2018

1 reference

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

8 July 2018

1 reference

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Associations between cognitive, functional, and FDG-PET measures of decline in AD and MCI.

8 July 2018

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Impact of APOE on the healthy aging brain: a voxel-based MRI and DTI study

8 July 2018

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

8 July 2018

1 reference

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White matter diffusion alterations in normal women at risk of Alzheimer's disease

8 July 2018

1 reference

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Atrophy measurement of the anterior commissure and substantia innominata with 3T high-resolution MR imaging: does the measurement differ for patients with frontotemporal lobar degeneration and Alzheimer disease and for healthy subjects?

8 July 2018

1 reference

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

8 July 2018

1 reference

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Automatic classification of MR scans in Alzheimer's disease

8 July 2018

1 reference

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

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

A fast diffeomorphic image registration algorithm

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

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

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

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

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

A statistical framework for genomic data fusion

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

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

8 July 2018

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Learning gene functional classifications from multiple data types

8 July 2018

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8 July 2018

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Cortical Surface-Based Analysis

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

Compensation for surface coil sensitivity variation in magnetic resonance imaging

8 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

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

8 July 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0077949

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

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0077949

Automatic segmentation of the human brain ventricles from MR images by knowledge-based region growing and trimming.

21 January 2018

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https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0077949

What does the corpus callosum tell us about brain changes in the elderly?

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0077949

Gross anatomy of the corpus callosum in Alzheimer's disease: regions of degeneration and their neuropsychological correlates

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0077949

Early and late onset Alzheimer's disease patients have distinct patterns of white matter damage.

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0077949

21 January 2018

On combining classifiers

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PONE.0077949

Callosal atrophy correlates with temporal lobe volume and mental status in Alzheimer's disease.

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3826736

25 October 2018

Random Forests

1 reference

Astrophysics Data System

15 December 2022

https://ui.adsabs.harvard.edu/abs/2001MachL..45....5B/citations

Identifiers

DOI

10.1371/JOURNAL.PONE.0077949

1 reference

6 August 2017

0 references

1 reference

6 August 2017

1 reference