Multimodal classification of Alzheimer's disease and mild cognitive impairment

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Multimodal classification of Alzheimer's disease and mild cognitive impairment is …
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scholarly articleQ13442814

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P8978DBLP publication IDjournals/neuroimage/ZhangWZYS11
P356DOI10.1016/J.NEUROIMAGE.2011.01.008
P932PMC publication ID3057360
P698PubMed publication ID21236349
P5875ResearchGate publication ID49756745

P50authorAlzheimer's Disease Neuroimaging InitiativeQ4738819
Dinggang ShenQ66730599
P2093author name stringHong Yuan
Yaping Wang
Luping Zhou
Daoqiang Zhang
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Mild cognitive impairment represents early-stage Alzheimer diseaseQ33938635
Comparing predictors of conversion and decline in mild cognitive impairmentQ34003436
Automatic classification of patients with Alzheimer's disease from structural MRI: a comparison of ten methods using the ADNI databaseQ34120412
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Medial temporal lobe atrophy predicts Alzheimer's disease in patients with minor cognitive impairmentQ35466761
Different regional patterns of cortical thinning in Alzheimer's disease and frontotemporal dementiaQ35754097
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Medial temporal atrophy but not memory deficit predicts progression to dementia in patients with mild cognitive impairment.Q36141850
FDG-PET improves accuracy in distinguishing frontotemporal dementia and Alzheimer's diseaseQ36912674
Automatic classification of MR scans in Alzheimer's diseaseQ36965246
Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI.Q37111598
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Early diagnosis of Alzheimer's disease using cortical thickness: impact of cognitive reserveQ37270617
MRI and CSF biomarkers in normal, MCI, and AD subjects: predicting future clinical changeQ37273569
Prediction of AD with MRI-based hippocampal volume in mild cognitive impairmentQ37313709
Spatially augmented LPboosting for AD classification with evaluations on the ADNI datasetQ37411421
Multi-modal imaging predicts memory performance in normal aging and cognitive declineQ37626762
FDG-PET measurement is more accurate than neuropsychological assessments to predict global cognitive deterioration in patients with mild cognitive impairmentQ38416277
Cerebral metabolic patterns at early stages of frontotemporal dementia and semantic dementia. A PET studyQ38421348
Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithmQ39512850
Imaging cerebral atrophy: normal ageing to Alzheimer's diseaseQ40518545
Atrophy of the medial occipitotemporal, inferior, and middle temporal gyri in non-demented elderly predict decline to Alzheimer's diseaseQ40766817
Hippocampal formation glucose metabolism and volume losses in MCI and AD.Q43668221
Mild cognitive impairment: Can FDG-PET predict who is to rapidly convert to Alzheimer's disease?Q44411562
Cerebral metabolic changes accompanying conversion of mild cognitive impairment into Alzheimer's disease: a PET follow-up studyQ44452244
A comparison of classification methods for differentiating fronto-temporal dementia from Alzheimer's disease using FDG-PET imagingQ44723818
CSF biomarkers and incipient Alzheimer disease in patients with mild cognitive impairment.Q45923691
COMPARE: classification of morphological patterns using adaptive regional elements.Q45965571
Morphological classification of brains via high-dimensional shape transformations and machine learning methods.Q45966871
Magnetic resonance image tissue classification using a partial volume modelQ46742599
MultiK-MHKS: a novel multiple kernel learning algorithmQ48023149
Use of SVM methods with surface-based cortical and volumetric subcortical measurements to detect Alzheimer's disease.Q48350578
Automated cortical thickness measurements from MRI can accurately separate Alzheimer's patients from normal elderly controls.Q48373578
HAMMER: hierarchical attribute matching mechanism for elastic registration.Q48392370
Mapping gray matter loss with voxel-based morphometry in mild cognitive impairment.Q48461562
Amyloid beta40/42 clearance across the blood-brain barrier following intra-ventricular injections in wild-type, apoE knock-out and human apoE3 or E4 expressing transgenic mice.Q48492184
CSF biomarkers and medial temporal lobe atrophy predict dementia in mild cognitive impairment.Q48494001
FDG-PET and CSF phospho-tau for prediction of cognitive decline in mild cognitive impairment.Q51903223
Longitudinal CSF isoprostane and MRI atrophy in the progression to AD.Q51969903
Longitudinal changes of CSF biomarkers in memory clinic patients.Q51972050
Hippocampal neurons in pre-clinical Alzheimer's disease.Q53263608
P433issue3
P407language of work or nameEnglishQ1860
P921main subjectAlzheimer's diseaseQ11081
mild cognitive impairmentQ1472703
cognitive dysfunctionQ57859955
P304page(s)856-867
P577publication date2011-01-12
P1433published inNeuroImageQ1981225
P1476titleMultimodal classification of Alzheimer's disease and mild cognitive impairment
P478volume55

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Q34211760Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers
Q50655891Prediction of Alzheimer's Disease in Amnestic Mild Cognitive Impairment Subtypes: Stratification Based on Imaging Biomarkers.
Q38818319Prediction of Incipient Alzheimer's Disease Dementia in Patients with Mild Cognitive Impairment
Q39962773Prediction of Progressive Mild Cognitive Impairment by Multi-Modal Neuroimaging Biomarkers
Q35982906Prediction of standard-dose brain PET image by using MRI and low-dose brain [18F]FDG PET images
Q33693406Predictive models of resting state networks for assessment of altered functional connectivity in mild cognitive impairment
Q35895780Promising Genetic Biomarkers of Preclinical Alzheimer's Disease: The Influence of APOE and TOMM40 on Brain Integrity
Q92416204Protein-based amide proton transfer-weighted MR imaging of amnestic mild cognitive impairment
Q42068143Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging.
Q44874513Quantifying anatomical shape variations in neurological disorders
Q90048018Quantifying brain metabolism from FDG-PET images into a probability of Alzheimer's dementia score
Q38911287Quantifying the Interaction and Contribution of Multiple Datasets in Fusion: Application to the Detection of Schizophrenia
Q27001252Quantitative evaluation of brain development using anatomical MRI and diffusion tensor imaging
Q36164757Quantitative multimodal multiparametric imaging in Alzheimer's disease
Q55711895Random Forests Based Group Importance Scores and Their Statistical Interpretation: Application for Alzheimer's Disease.
Q36451170Random forest-based similarity measures for multi-modal classification of Alzheimer's disease
Q62497491Randomized denoising autoencoders for smaller and efficient imaging based AD clinical trials
Q36508436Regional magnetic resonance imaging measures for multivariate analysis in Alzheimer's disease and mild cognitive impairment
Q30557788Regional variability of imaging biomarkers in autosomal dominant Alzheimer's disease
Q57509217Regularized Tensor Factorization for Multi-Modality Medical Image Classification
Q40132409Relationship Induced Multi-Template Learning for Diagnosis of Alzheimer's Disease and Mild Cognitive Impairment
Q36416379Reprint of "Quantitative evaluation of brain development using anatomical MRI and diffusion tensor imaging".
Q35905056Reproducibility of Brain Morphometry from Short-Term Repeat Clinical MRI Examinations: A Retrospective Study
Q64077266Resting state connectivity best predicts alcohol use severity in moderate to heavy alcohol users
Q42662153Robust anatomical landmark detection with application to MR brain image registration
Q26768454Role of Hybrid Brain Imaging in Neuropsychiatric Disorders
Q45943003Selecting the most relevant brain regions to discriminate Alzheimer's disease patients from healthy controls using multiple kernel learning: A comparison across functional and structural imaging modalities and atlases.
Q37137520Semi-supervised multimodal relevance vector regression improves cognitive performance estimation from imaging and biological biomarkers
Q59100479Significance of normalization on anatomical MRI measures in predicting Alzheimer's disease
Q31063019Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls
Q87817438Sparse Multi-view Task-Centralized Learning for ASD Diagnosis
Q89557990Sparse Multiview Task-Centralized Ensemble Learning for ASD Diagnosis Based on Age- and Sex-Related Functional Connectivity Patterns
Q33961851Sparse multivariate autoregressive modeling for mild cognitive impairment classification
Q36551568Sparse reduced-rank regression detects genetic associations with voxel-wise longitudinal phenotypes in Alzheimer's disease
Q62830996Spatially Adaptive Varying Correlation Analysis for Multimodal Neuroimaging Data
Q90687225Spatially-Constrained Fisher Representation for Brain Disease Identification with Incomplete Multi-Modal Neuroimages
Q90447613Strength and Similarity Guided Group-level Brain Functional Network Construction for MCI Diagnosis
Q57040013Structural neuroimaging as clinical predictor: A review of machine learning applications
Q88234711Structured Sparse Kernel Learning for Imaging Genetics Based Alzheimer's Disease Diagnosis
Q92372962Structured sparsity regularized multiple kernel learning for Alzheimer's disease diagnosis
Q52690307Sub-Network Kernels for Measuring Similarity of Brain Connectivity Networks in Disease Diagnosis.
Q34014381Subclass-based multi-task learning for Alzheimer's disease diagnosis
Q47184005Support vector machine-based classification of neuroimages in Alzheimer's disease: direct comparison of FDG-PET, rCBF-SPECT and MRI data acquired from the same individuals.
Q96304056TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS
Q31080794Temporally Constrained Group Sparse Learning for Longitudinal Data Analysis in Alzheimer's Disease
Q88978889The Added Value of Diffusion-Weighted MRI-Derived Structural Connectome in Evaluating Mild Cognitive Impairment: A Multi-Cohort Validation1
Q27006831The Alzheimer's Disease Neuroimaging Initiative: a review of papers published since its inception
Q89185014The association between "Brain-Age Score" (BAS) and traditional neuropsychological screening tools in Alzheimer's disease
Q28709465The clinical value of large neuroimaging data sets in Alzheimer's disease
Q36313085The effect of cognitive training in patients with mild cognitive impairment and early Alzheimer's disease: a preliminary study
Q42656101The prevalence and biomarkers' characteristic of rapidly progressive Alzheimer's disease from the Alzheimer's Disease Neuroimaging Initiative database
Q37703593Topological Measurements of DWI Tractography for Alzheimer's Disease Detection
Q33976128Topological graph kernel on multiple thresholded functional connectivity networks for mild cognitive impairment classification
Q35632914Topology-based kernels with application to inference problems in Alzheimer's disease
Q41643611Transmodal Learning of Functional Networks for Alzheimer's Disease Prediction
Q85835061Tree-guided sparse coding for brain disease classification
Q57299865Unique degeneration signatures in the cerebellar cortex for spinocerebellar ataxias 2, 3, and 7
Q30747137Unsupervised approach data analysis based on fuzzy possibilistic clustering: application to medical image MRI
Q36337525Upcoming candidate cerebrospinal fluid biomarkers of Alzheimer's disease
Q47722152Use of multimodality imaging and artificial intelligence for diagnosis and prognosis of early stages of Alzheimer's disease
Q56975629Using Multi-Scale Genetic, Neuroimaging and Clinical Data for Predicting Alzheimer's Disease and Reconstruction of Relevant Biological Mechanisms
Q57168628Using high-dimensional machine learning methods to estimate an anatomical risk factor for Alzheimer's disease across imaging databases
Q85835131Using multiparametric data with missing features for learning patterns of pathology
Q31145392View-aligned hypergraph learning for Alzheimer's disease diagnosis with incomplete multi-modality data
Q48358708View-centralized multi-atlas classification for Alzheimer's disease diagnosis.
Q34988405Volume of interest-based [18F]fluorodeoxyglucose PET discriminates MCI converting to Alzheimer's disease from healthy controls. A European Alzheimer's Disease Consortium (EADC) study.
Q64921612Weighted Random Support Vector Machine Clusters Analysis of Resting-State fMRI in Mild Cognitive Impairment.
Q35985984White matter imaging contributes to the multimodal diagnosis of frontotemporal lobar degeneration.

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