(Q34300721)

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Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning

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scholarly article

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Europe PubMed Central

PubMed publication ID

1 August 2017

Identifying disease sensitive and quantitative trait-relevant biomarkers from multidimensional heterogeneous imaging genetics data via sparse multimodal multitask learning (English)

1 reference

Europe PubMed Central

PubMed publication ID

1 August 2017

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quantitative trait

1 reference

based on heuristic

inferred from title

Alzheimer's Disease Neuroimaging Initiative

7

object named as

Alzheimer's Disease Neuroimaging Initiative

1 reference

Europe PubMed Central

PubMed publication ID

1 August 2017

object named as

Li Shen

6

0 references

Andrew J. Saykin

object named as

Andrew J Saykin

5

0 references

Shannon L. Risacher

4

object named as

Shannon L Risacher

1 reference

Europe PubMed Central

PubMed publication ID

1 August 2017

author name string

Hua Wang

1

1 reference

Europe PubMed Central

PubMed publication ID

1 August 2017

Feiping Nie

2

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Europe PubMed Central

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1 August 2017

Heng Huang

3

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Europe PubMed Central

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1 August 2017

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publication date

1 June 2012

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Europe PubMed Central

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1 August 2017

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Europe PubMed Central

PubMed publication ID

1 August 2017

28

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Europe PubMed Central

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1 August 2017

12

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Europe PubMed Central

PubMed publication ID

1 August 2017

i127-36

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Europe PubMed Central

PubMed publication ID

1 August 2017

copyright license

Creative Commons Attribution-NonCommercial 3.0 Unported

2 October 2016

1 reference

April 2023 Public Data File from Crossref

copyright status

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Identifying quantitative trait loci via group-sparse multitask regression and feature selection: an imaging genetics study of the ADNI cohort

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

6 July 2018

L2-norm multiple kernel learning and its application to biomedical data fusion.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

6 July 2018

Alzheimer's Disease Neuroimaging Initiative biomarkers as quantitative phenotypes: Genetics core aims, progress, and plans

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

6 July 2018

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

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

6 July 2018

Whole genome association study of brain-wide imaging phenotypes for identifying quantitative trait loci in MCI and AD: A study of the ADNI cohort

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

6 July 2018

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

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

6 July 2018

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

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

6 July 2018

Multi-modal imaging predicts memory performance in normal aging and cognitive decline

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

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=3371860

6 July 2018

Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

6 July 2018

Voxel-based morphometry–the methods

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

6 July 2018

Convex multi-task feature learning

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTS228

21 January 2018

A General and Unifying Framework for Feature Construction, in Image-Based Pattern Classification

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTS228

21 January 2018

Least angle regression

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTS228

21 January 2018

Text Classification from Labeled and Unlabeled Documents using EM

1 reference

https://api.crossref.org/works/10.1093%2FBIOINFORMATICS%2FBTS228

21 January 2018

A general and unifying framework for feature construction, in image-based pattern classification.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

28 October 2018

Sparse multinomial logistic regression: fast algorithms and generalization bounds.

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3371860

28 October 2018

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

1 reference

https://pubmed.ncbi.nlm.nih.gov/22689752

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

MKL for robust multi-modality AD classification

1 reference

https://pubmed.ncbi.nlm.nih.gov/22689752

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Sparse Bayesian Learning for Identifying Imaging Biomarkers in AD Prediction

1 reference

https://pubmed.ncbi.nlm.nih.gov/22689752

12 December 2020

based on heuristic

inferred from PubMed ID database lookup

Identifiers

10.1093/BIOINFORMATICS/BTS228

1 reference

Europe PubMed Central

PubMed publication ID

1 August 2017

DBLP publication ID

journals/bioinformatics/WangNHRSS12

1 reference

DBLP Dataset 2021-01-02

28 January 2021

PMC publication ID

1 reference

Europe PubMed Central

PubMed publication ID

1 August 2017

PubMed publication ID

1 reference

Europe PubMed Central

PubMed publication ID

1 August 2017

ResearchGate publication ID

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