Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest (Q37495065)

20 August 2017

Longitudinal clinical score prediction in Alzheimer's disease with soft-split sparse regression based random forest (English)

1 reference

Alzheimer's Disease Neuroimaging Initiative

20 August 2017

0 references

1 reference

series ordinal

6

object named as

Alzheimer's Disease Neuroimaging Initiative

1 reference

20 August 2017

Yan Jin

2

0 references

Dinggang Shen

series ordinal

5

object named as

Dinggang Shen

1 reference

20 August 2017

3

Yaozong Gao

1 reference

20 August 2017

Lei Huang

1

1 reference

PMCID

5152677

20 August 2017

Kim-Han Thung

series ordinal

4

1 reference

20 August 2017

15 July 2016

1 reference

20 August 2017

Neurobiology of Aging

1 reference

20 August 2017

46

1 reference

20 August 2017

180-191

1 reference

Abnormal Changes of Brain Cortical Anatomy and the Association with Plasma MicroRNA107 Level in Amnestic Mild Cognitive Impairment

20 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Automatic labeling of MR brain images by hierarchical learning of atlas forests

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Multilevel Deficiency of White Matter Connectivity Networks in Alzheimer's Disease: A Diffusion MRI Study with DTI and HARDI Models

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

AUTOMATED MULTI-ATLAS LABELING OF THE FORNIX AND ITS INTEGRITY IN ALZHEIMER'S DISEASE.

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Estimating CT Image From MRI Data Using Structured Random Forest and Auto-Context Model

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

LINKS: learning-based multi-source IntegratioN frameworK for Segmentation of infant brain images

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Neurodegenerative disease diagnosis using incomplete multi-modality data via matrix shrinkage and completion

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Automated 3D mapping of hippocampal atrophy and its clinical correlates in 400 subjects with Alzheimer's disease, mild cognitive impairment, and elderly controls

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Staging dementia using Clinical Dementia Rating Scale Sum of Boxes scores: a Texas Alzheimer's research consortium study.

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Pathology of the insular cortex in Alzheimer disease depends on cortical architecture

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Mapping the evolution of regional atrophy in Alzheimer's disease: unbiased analysis of fluid-registered serial MRI.

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

The Alzheimer's Disease Assessment Scale: patterns and predictors of baseline cognitive performance in multicenter Alzheimer's disease trials

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

The Clinical Dementia Rating (CDR): current version and scoring rules

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Identification of progressive mild cognitive impairment patients using incomplete longitudinal MRI scans

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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=5152677

Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease.

26 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Modeling disease progression via multi-task learning

2 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

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

2 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

MMSE scores correlate with local ventricular enlargement in the spectrum from cognitively normal to Alzheimer disease.

2 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Precuneus atrophy in early-onset Alzheimer's disease: a morphometric structural MRI study.

2 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Regional coherence changes in the early stages of Alzheimer's disease: a combined structural and resting-state functional MRI study.

2 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

3D mapping of mini-mental state examination performance in clinical and preclinical Alzheimer disease.

2 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

Differential regional atrophy of the cingulate gyrus in Alzheimer disease: a volumetric MRI study.

2 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

HAMMER: hierarchical attribute matching mechanism for elastic registration.

2 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5152677

AddNeuroMed--the European collaboration for the discovery of novel biomarkers for Alzheimer's disease

2 September 2018

1 reference

12 December 2020

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

1 reference

12 December 2020

Multi-view Classification for Identification of Alzheimer's Disease

1 reference

12 December 2020

Joint Diagnosis and Conversion Time Prediction of Progressive Mild Cognitive Impairment (pMCI) Using Low-Rank Subspace Clustering and Matrix Completion

1 reference

12 December 2020

Structured Sparse Kernel Learning for Imaging Genetics Based Alzheimer's Disease Diagnosis

1 reference

12 December 2020

10.1016/J.NEUROBIOLAGING.2016.07.005

Identifiers

DOI

1 reference

20 August 2017

1 reference

20 August 2017

1 reference

PMCID

5152677