(Q36758255)

16 August 2017

The relevance voxel machine (RVoxM): a self-tuning Bayesian model for informative image-based prediction (English)

1 reference

Alzheimer's Disease Neuroimaging Initiative

16 August 2017

2

Koen Van Leemput

0 references

series ordinal

3

object named as

Alzheimer's Disease Neuroimaging Initiative

1 reference

16 August 2017

Mert R Sabuncu

1

0 references

publication date

19 September 2012

1 reference

IEEE Transactions on Medical Imaging

16 August 2017

17

0 references

published in

1 reference

16 August 2017

31

1 reference

16 August 2017

12

1 reference

16 August 2017

2290-2306

1 reference

Generative-discriminative basis learning for medical imaging

16 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Toward defining the preclinical stages of Alzheimer's disease: recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Penalized least squares regression methods and applications to neuroimaging

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Prediction of individual brain maturity using fMRI.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

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

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

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

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Automated detection of brain atrophy patterns based on MRI for the prediction of Alzheimer's disease

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

A unified framework for MR based disease classification

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Automated MRI measures identify individuals with mild cognitive impairment and Alzheimer's disease

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Support vector machine-based classification of Alzheimer's disease from whole-brain anatomical MRI.

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Automatic classification of MR scans in Alzheimer's disease

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

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

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

A fast diffeomorphic image registration algorithm

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

A review of feature selection techniques in bioinformatics

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Open Access Series of Imaging Studies (OASIS): Cross-sectional MRI Data in Young, Middle Aged, Nondemented, and Demented Older Adults

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

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

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Beyond mind-reading: multi-voxel pattern analysis of fMRI data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Decoding mental states from brain activity in humans

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Molecular, structural, and functional characterization of Alzheimer's disease: evidence for a relationship between default activity, amyloid, and memory

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Distributed and overlapping representations of faces and objects in ventral temporal cortex

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

A voxel-based morphometric study of ageing in 465 normal adult human brains

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Measuring the thickness of the human cerebral cortex from magnetic resonance images

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Voxel-based morphometry–the methods

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

High-resolution intersubject averaging and a coordinate system for the cortical surface

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Cortical Surface-Based Analysis

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Multiclass Sparse Bayesian Regression for fMRI-Based Prediction

29 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Total variation regularization for fMRI-based prediction of behavior

28 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Detection and analysis of statistical differences in anatomical shape

28 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

The effect of normal aging on the coupling of neural activity to the bold hemodynamic response.

28 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Rapidly progressing atrophy of medial temporal lobe in Alzheimer's disease.

28 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome.

28 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: exploring the influence of various parameters.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Efficient Bayesian multivariate fMRI analysis using a sparsifying spatio-temporal prior

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

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

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Bayesian decoding of brain images.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

COMPARE: classification of morphological patterns using adaptive regional elements.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Thinning of the cerebral cortex in aging.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Morphological classification of brains via high-dimensional shape transformations and machine learning methods.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Identifying global anatomical differences: deformation-based morphometry.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Analysis of fMRI time-series revisited--again.

5 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3623564

Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM

5 September 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23008245

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

A unified statistical approach to deformation-based morphometry

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23008245

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

The Relevance Voxel Machine (RVoxM): A Bayesian Method for Image-Based Prediction

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/23008245

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1109/TMI.2012.2216543

1 reference

16 August 2017

journals/tmi/SabuncuL12

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

16 August 2017

1 reference

PMCID

3623564