Subspace Regularized Sparse Multitask Learning for Multiclass Neurodegenerative Disease Identification (Q36573046)

15 August 2017

Subspace Regularized Sparse Multitask Learning for Multiclass Neurodegenerative Disease Identification (English)

1 reference

15 August 2017

1 reference

4

Dinggang Shen

1 reference

15 August 2017

Xiaofeng Zhu

1

1 reference

PMCID

4751062

15 August 2017

Heung-Il Suk

series ordinal

2

1 reference

PMCID

4751062

15 August 2017

Seong-Whan Lee

series ordinal

3

1 reference

15 August 2017

11 August 2015

1 reference

15 August 2017

12

1 reference

IEEE Transactions on Biomedical Engineering

inferred from page(s)

published in

1 reference

15 August 2017

63

1 reference

15 August 2017

607-618

1 reference

15 August 2017

3

1 reference

Deep sparse multi-task learning for feature selection in Alzheimer's disease diagnosis

15 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Comparison of nine tractography algorithms for detecting abnormal structural brain networks in Alzheimer's disease

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Subclass-based multi-task learning for Alzheimer's disease diagnosis

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

A sparse embedding and least variance encoding approach to hashing

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

A novel matrix-similarity based loss function for joint regression and classification in AD diagnosis

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Knowledge-guided robust MRI brain extraction for diverse large-scale neuroimaging studies on humans and non-human primates

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

A review of feature reduction techniques in neuroimaging

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Locally linear embedding (LLE) for MRI based Alzheimer's disease classification

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Conjunctive patches subspace learning with side information for collaborative image retrieval

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

A review of multivariate methods for multimodal fusion of brain imaging data

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

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

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Feature selection using factor analysis for Alzheimer's diagnosis using 18F-FDG PET images.

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

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

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Voxel-based assessment of gray and white matter volumes in Alzheimer's disease

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

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

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

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

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Canonical correlation analysis: an overview with application to learning methods

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Imaging cerebral atrophy: normal ageing to Alzheimer's disease

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Nonlinear dimensionality reduction by locally linear embedding

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

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

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

A nonparametric method for automatic correction of intensity nonuniformity in MRI data

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Block-Row Sparse Multiview Multilabel Learning for Image Classification.

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Modeling disease progression via multi-task learning

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

A feature-based learning framework for accurate prostate localization in CT images.

21 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

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

21 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

Hierarchical oriented predictions for resolution scalable lossless and near-lossless compression of CT and MRI biomedical images

21 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

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

21 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

HAMMER: hierarchical attribute matching mechanism for elastic registration.

21 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4751062

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

21 September 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26276982

12 December 2020

inferred from PubMed ID database lookup

Voxelwise Spectral Diffusional Connectivity and Its Applications to Alzheimer’s Disease and Intelligence Prediction

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26276982

12 December 2020

inferred from PubMed ID database lookup

Multi-modality canonical feature selection for Alzheimer's disease diagnosis

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26276982

12 December 2020

inferred from PubMed ID database lookup

Identifiers

DOI

10.1109/TBME.2015.2466616

1 reference

15 August 2017

journals/tbe/ZhuSLS16

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

15 August 2017

1 reference

PMCID

4751062