Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis (Q36057823)

11 August 2017

Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis (English)

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11 August 2017

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3

Dinggang Shen

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11 August 2017

Xiaofeng Zhu

1

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PMCID

4569014

11 August 2017

Heung-Il Suk

series ordinal

2

1 reference

11 August 2017

1 June 2014

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Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

11 August 2017

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11 August 2017

2014

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11 August 2017

3089-3096

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Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis

11 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Identification of MCI individuals using structural and functional connectivity networks

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Multimodal classification of Alzheimer's disease and mild cognitive impairment

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Enriched white matter connectivity networks for accurate identification of MCI patients

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Predicting clinical scores from magnetic resonance scans in Alzheimer's disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Forecasting the global burden of Alzheimer’s disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

FDG-PET measurement is more accurate than neuropsychological assessments to predict global cognitive deterioration in patients with mild cognitive impairment

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Imaging cerebral atrophy: normal ageing to Alzheimer's disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Nonlinear dimensionality reduction by locally linear embedding

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Atrophy of the medial occipitotemporal, inferior, and middle temporal gyri in non-demented elderly predict decline to Alzheimer's disease

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

A novel Bayesian framework for discriminative feature extraction in Brain-Computer Interfaces.

2 October 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Multivariate examination of brain abnormality using both structural and functional MRI.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

HAMMER: hierarchical attribute matching mechanism for elastic registration.

23 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4569014

Identifying AD-Sensitive and Cognition-Relevant Imaging Biomarkers via Joint Classification and Regression

23 September 2018

1 reference

12 December 2020

High-order graph matching based feature selection for Alzheimer's disease identification

1 reference

12 December 2020

Deep learning-based feature representation for AD/MCI classification

1 reference

12 December 2020

Manifold regularized multi-task feature selection for multi-modality classification in Alzheimer's disease

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12 December 2020

Identifiers

DOI

10.1109/CVPR.2014.395

0 references

PMCID

4569014

1 reference

11 August 2017

1 reference

PMCID

4569014