Semi-supervised multimodal relevance vector regression improves cognitive performance estimation from imaging and biological biomarkers (Q37137520)

18 August 2017

Semi-supervised multimodal relevance vector regression improves cognitive performance estimation from imaging and biological biomarkers (English)

1 reference

Alzheimer's Disease Neuroimaging Initiative

18 August 2017

semi-supervised learning

0 references

biomarker

0 references

author

6

object named as

Alzheimer’s Disease Neuroimaging Initiative

1 reference

18 August 2017

5

Dinggang Shen

1 reference

18 August 2017

Bo Cheng

1

1 reference

18 August 2017

Daoqiang Zhang

2

1 reference

18 August 2017

Songcan Chen

3

1 reference

18 August 2017

Daniel I Kaufer

4

1 reference

18 August 2017

1 July 2013

1 reference

18 August 2017

15

0 references

published in

Neuroinformatics

1 reference

18 August 2017

11

1 reference

18 August 2017

3

1 reference

18 August 2017

339-353

1 reference

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

18 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Multimodal classification of Alzheimer's disease and mild cognitive impairment

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Semi-supervised pattern classification of medical images: application to mild cognitive impairment (MCI)

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

CSF biomarkers in prediction of cerebral and clinical change in mild cognitive impairment and Alzheimer's disease

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Combining MR imaging, positron-emission tomography, and CSF biomarkers in the diagnosis and prognosis of Alzheimer disease

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

MRI and CSF biomarkers in normal, MCI, and AD subjects: predicting future clinical change

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Longitudinal modeling of age-related memory decline and the APOE epsilon4 effect

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Fibrillar amyloid-beta burden in cognitively normal people at 3 levels of genetic risk for Alzheimer's disease

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Neuropsychological and neuroimaging changes in preclinical Alzheimer's disease

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Medial temporal atrophy but not memory deficit predicts progression to dementia in patients with mild cognitive impairment.

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Cerebral metabolic patterns at early stages of frontotemporal dementia and semantic dementia. A PET study

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Fast robust automated brain extraction

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Medial temporal lobe atrophy predicts Alzheimer's disease in patients with minor cognitive impairment

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

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

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Preclinical evidence of Alzheimer's disease in persons homozygous for the epsilon 4 allele for apolipoprotein E.

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

A new rating scale for Alzheimer's disease.

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Touch Panel-type Dementia Assessment Scale: a new computer-based rating scale for Alzheimer's disease.

27 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Relating one-year cognitive change in mild cognitive impairment to baseline MRI features.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

MultiK-MHKS: a novel multiple kernel learning algorithm

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Longitudinal CSF isoprostane and MRI atrophy in the progression to AD.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Cognitive domain decline in healthy apolipoprotein E epsilon4 homozygotes before the diagnosis of mild cognitive impairment.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Longitudinal changes of CSF biomarkers in memory clinic patients.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

FDG-PET and CSF phospho-tau for prediction of cognitive decline in mild cognitive impairment.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

CSF biomarkers and medial temporal lobe atrophy predict dementia in mild cognitive impairment.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Cerebral metabolic changes accompanying conversion of mild cognitive impairment into Alzheimer's disease: a PET follow-up study

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Hippocampal formation glucose metabolism and volume losses in MCI and AD.

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Magnetic resonance image tissue classification using a partial volume model

3 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3759235

Semi-Supervised Learning on Riemannian Manifolds

3 September 2018

1 reference

Crossref

https://api.crossref.org/works/10.1007%2FS12021-013-9180-7

Learning a Propagable Graph for Semisupervised Learning: Classification and Regression

21 January 2018

1 reference

Crossref

https://api.crossref.org/works/10.1007%2FS12021-013-9180-7

MKL for robust multi-modality AD classification

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23504659

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1007/S12021-013-9180-7

1 reference

18 August 2017

journals/ni/ChengZCKS13

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

18 August 2017

PubMed publication ID

23504659

1 reference