Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis (Q30399994)

2 November 2017

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

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Alzheimer's Disease Neuroimaging Initiative

2 November 2017

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series ordinal

4

object named as

Alzheimer's Disease Neuroimaging Initiative

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2 November 2017

3

Dinggang Shen

1 reference

2 November 2017

Heung-Il Suk

1

1 reference

2 November 2017

Seong-Whan Lee

series ordinal

2

1 reference

2 November 2017

language of work or name

English

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publication date

18 July 2014

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2 November 2017

14

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inferred from page(s)

published in

NeuroImage

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2 November 2017

101

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2 November 2017

569-582

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describes a project that uses

2 November 2017

1 reference

Restricted Boltzmann machines for neuroimaging: an application in identifying intrinsic networks

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Stacked autoencoders for unsupervised feature learning and multiple organ detection in a pilot study using 4D patient data

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Hierarchical fusion of features and classifier decisions for Alzheimer's disease diagnosis

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

PET/MRI for neurologic applications

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Combining MRI and CSF measures for classification of Alzheimer's disease and prediction of mild cognitive impairment conversion

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

An investigation of PreMCI: subtypes and longitudinal outcomes

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Multi-source feature learning for joint analysis of incomplete multiple heterogeneous neuroimaging data

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

2012 Alzheimer's disease facts and figures

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Ensemble sparse classification of Alzheimer's disease

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Mild cognitive impairment: disparity of incidence and prevalence estimates

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Identification of MCI individuals using structural and functional connectivity networks

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Hierarchical anatomical brain networks for MCI prediction: revisiting volumetric measures

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Identification of conversion from mild cognitive impairment to Alzheimer's disease using multivariate predictors

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Multimodal classification of Alzheimer's disease and mild cognitive impairment

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Prediction of conversion from mild cognitive impairment to Alzheimer's disease dementia based upon biomarkers and neuropsychological test performance

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Enriched white matter connectivity networks for accurate identification of MCI patients

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Boosting power for clinical trials using classifiers based on multiple biomarkers

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

ABSORB: Atlas Building by Self-organized Registration and Bundling

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

PET/MRI: paving the way for the next generation of clinical multimodality imaging applications.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

The use of PET in Alzheimer disease

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Multimodal techniques for diagnosis and prognosis of Alzheimer's disease

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

RABBIT: rapid alignment of brains by building intermediate templates

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Mild cognitive impairment and alzheimer disease: patterns of altered cerebral blood flow at MR imaging

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Strongly reduced volumes of putamen and thalamus in Alzheimer's disease: an MRI study

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Spatial patterns of cortical thinning in mild cognitive impairment and Alzheimer's disease.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Reducing the dimensionality of data with neural networks

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

A fast learning algorithm for deep belief nets

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Differentiating the roles of the hippocampus and perirhinal cortex in processes beyond long-term declarative memory: a double dissociation in dementia.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

A wavelet-based statistical analysis of FMRI data: I. motivation and data distribution modeling

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Brain glucose metabolism in the early and specific diagnosis of Alzheimer's disease. FDG-PET studies in MCI and AD.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Pattern of cerebral hypoperfusion in Alzheimer disease and mild cognitive impairment measured with arterial spin-labeling MR imaging: initial experience

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Neuropathological stageing of Alzheimer-related changes

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Multi-scale classification of disease using structural MRI and wavelet transform.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

An efficient learning procedure for deep Boltzmann machines

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Medial temporal lobe atrophy on MRI differentiates Alzheimer's disease from dementia with Lewy bodies and vascular cognitive impairment: a prospective study with pathological verification of diagnosis.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

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

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Hippocampal and entorhinal atrophy in mild cognitive impairment: prediction of Alzheimer disease.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

COMPARE: classification of morphological patterns using adaptive regional elements.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Functional connectivity of the fusiform gyrus during a face-matching task in subjects with mild cognitive impairment.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Voxel-based morphometric comparison between early- and late-onset mild Alzheimer's disease and assessment of diagnostic performance of z score images.

26 November 2018

1 reference

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HAMMER: hierarchical attribute matching mechanism for elastic registration.

26 November 2018

1 reference

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

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

In vivo mapping of gray matter loss with voxel-based morphometry in mild Alzheimer's disease

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4165842

Diffusion tensor image registration using tensor geometry and orientation features

26 November 2018

1 reference

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Representation learning: a unified deep learning framework for automatic prostate MR segmentation

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Deep learning-based feature representation for AD/MCI classification

1 reference

12 December 2020

Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks

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10.1016/J.NEUROIMAGE.2014.06.077

Identifiers

DOI

1 reference

journals/neuroimage/SukLS14

2 November 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

2 November 2017

1 reference