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

No abstract is available for this paper.

• Publication year

  2009

• Venue

  Neuroradiology

• Publication date

  2009-02-01

• Fields of study

  Medicine

• Identifiers
  DOI 10.1007/s00234-008-0463-xPMID 18846369
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI

  2008cited by this paper
• Automatic classification of MR scans in Alzheimer's disease.

  2008influential reference
• Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging.

  2008cited by this paper
• Alzheimer's disease diagnosis in individual subjects using structural MR images: Validation studies

  2008cited by this paper
• Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

  2008cited by this paper
• An Introduction to the Bootstrap

  2007influential reference
• Multivariate deformation-based analysis of brain atrophy to predict Alzheimer's disease in mild cognitive impairment

  2007cited by this paper
• Image Segmentation

  2007cited by this paper
• The role of quantitative structural imaging in the early diagnosis of Alzheimer's disease.

  2005cited by this paper
• Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM

  2005cited by this paper
• Global prevalence of dementia: a Delphi consensus study

  2005cited by this paper
• Hippocampus and entorhinal cortex in mild cognitive impairment and early AD.

  2004cited by this paper
• Pathological Aging of the Brain: An Overview

  2004cited by this paper
• Morphological classification of brains via high-dimensional shape transformations and machine learning methods

  2004cited by this paper
• Cerebral atrophy in Parkinson's disease with and without dementia: a comparison with Alzheimer's disease, dementia with Lewy bodies and controls.

  2004cited by this paper
• Mild cognitive impairment as a diagnostic entity

  2004influential reference
• Comparing gray matter loss profiles between dementia with Lewy bodies and Alzheimer's disease using cortical pattern matching: diagnosis and gender effects

  2004cited by this paper
• Mild cognitive impairment – beyond controversies, towards a consensus: report of the International Working Group on Mild Cognitive Impairment

  2004cited by this paper
• Image segmentation

  2003cited by this paper
• Prévalence de la démence et de la maladie d'Alzheimer chez les personnes de 75 ans et plus : données réactualisées de la cohorte PAQUID

  2003cited by this paper
• Early diagnosis of alzheimer's disease: contribution of structural neuroimaging

  2003cited by this paper
• Looking Backward to Move Forward: Early Detection of Neurodegenerative Disorders

  2003cited by this paper
• [Prevalence of dementia and Alzheimer's disease among subjects aged 75 years or over: updated results of the PAQUID cohort].

  2003cited by this paper
• Relationship between attentional performance and corpus callosum morphometry in patients with Alzheimer's disease.

  2002cited by this paper
• Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain

  2002cited by this paper
• Patterns of Cerebral Atrophy in Dementia with Lewy Bodies Using Voxel-Based Morphometry

  2002cited by this paper
• Magnetic resonance imaging of the entorhinal cortex and hippocampus in mild cognitive impairment and Alzheimer's disease

  2001cited by this paper
• The FAB: A frontal assessment battery at bedside

  2001cited by this paper
• A Comparison of Medial and Lateral Temporal Lobe Atrophy in Dementia with Lewy Bodies and Alzheimer’s Disease: Magnetic Resonance Imaging Volumetric Study

  2001cited by this paper
• Hippocampal formation glucose metabolism and volume losses in MCI and AD.

  2001cited by this paper
• Boston Naming Test

  2001cited by this paper
• Usefulness of MRI measures of entorhinal cortex versus hippocampus in AD

  2000influential reference
• The FAB: A frontal assessment battery at bedside

  2000cited by this paper
• Assessing the societal impact of acetylcholinesterase inhibitor therapies.

  1999cited by this paper
• Nonlinear spatial normalization using basis functions

  1999cited by this paper
• Image registration using a symmetric prior—in three dimensions

  1999influential reference
• Hippocampal and entorhinal cortex atrophy in frontotemporal dementia and Alzheimer’s disease

  1999cited by this paper
• A study of performance on tests from the CANTAB battery sensitive to frontal lobe dysfunction in a large sample of normal volunteers: Implications for theories of executive functioning and cognitive aging

  1998cited by this paper
• MRI of the hippocampus in Alzheimer's disease: sensitivity, specificity, and analysis of the incorrectly classified subjects.

  1998cited by this paper
• Projections of Alzheimer's disease in the United States and the public health impact of delaying disease onset.

  1998cited by this paper
• The influence of semantic and perceptual encoding on recognition memory in Alzheimer's disease.

  1998cited by this paper
• Contribution of Structural Neuroimaging to the Early Diagnosis of Alzheimer's Disease

  1997cited by this paper
• Test de dénomination orale d'image : DO 80

  1997cited by this paper
• Specific hippocampal volume reductions in individuals at risk for Alzheimer's disease.

  1997cited by this paper
• Staging of Alzheimer's disease-related neurofibrillary changes.

  1995cited by this paper
• A selective impairment of hand posture for object utilization in apraxia.

  1995cited by this paper
• Support-Vector Networks

  1995cited by this paper
• Amygdalohippocampal MR volume measurements in the early stages of Alzheimer disease.

  1994cited by this paper
• Utility of extrapyramidal signs and psychosis as predictors of cognitive and functional decline, nursing home admission, and death in Alzheimer's disease

  1994cited by this paper
• The Clinical Dementia Rating (CDR)

  1993cited by this paper
• MR‐based hippocampal volumetry in the diagnosis of Alzheimer's disease

  1992cited by this paper
• Co-Planar Stereotaxic Atlas of the Human Brain: 3-Dimensional Proportional System: An Approach to Cerebral Imaging

  1988cited by this paper
• Genuine memory deficits in dementia

  1987cited by this paper
• Predictors of disease course in patients with probable Alzheimer's disease

  1987influential reference
• Mixture densities, maximum likelihood, and the EM algorithm

  1984cited by this paper
• Clinical diagnosis of Alzheimer's disease

  1984cited by this paper
• “Mini-mental state”: A practical method for grading the cognitive state of patients for the clinician

  1975influential reference
• Differential behavioral effects in frontal lobe disease

  1968cited by this paper
• Neuroradiology: Past, Present and Future

  year unknowncited by this paper

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  2025cites this paper
• Alzheimer's disease detection through wavelet-based shifted elliptical local binary pattern

  2025cites this paper
• Advances in structural magnetic resonance imaging for the diagnosis of Alzheimer's disease

  2025cites this paper
• Early identification and prediction of Alzheimer’s disease using machine learning

  2025cites this paper
• Dissecting real-world memory clinical cohort heterogeneity: analysis of neuroanatomical subtypes using HYDRA

  2025cites this paper
• Interpretable medical deep framework by logits-constraint attention guiding graph-based multi-scale fusion for Alzheimer's disease analysis

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  2024cites this paper
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  2024cites this paper
• Brain structural indicators of β-amyloid neuropathology.

  2024cites this paper
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  2023cites this paper
• Multiclass prediction of different dementia syndromes based on multi-centric volumetric MRI imaging

  2023cites this paper
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  2023cites this paper
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  2023cites this paper
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  2023cites this paper
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  2023cites this paper
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  2023cites this paper
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  2023cites this paper
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  2023cites this paper
• A Hybrid Deep Learning Framework to Predict Alzheimer’s Disease Progression Using Generative Adversarial Networks and Deep Convolutional Neural Networks

  2023cites this paper
• Hierarchical based classification method based on fusion of Gaussian map descriptors for Alzheimer diagnosis using T1-weighted magnetic resonance imaging

  2023cites this paper
• Alzheimer's disease classification using competitive swarm multi‐verse optimizer‐based deep neuro‐fuzzy network

  2023cites this paper
• Federated Domain Adaptation via Transformer for Multi-Site Alzheimer’s Disease Diagnosis

  2023cites this paper
• Brain Anatomy-Guided MRI Analysis for Assessing Clinical Progression of Cognitive Impairment with Structural MRI

  2023cites this paper
• Using cortico‐cerebellar structural patterns to classify early‐ and late‐trained musicians

  2023cites this paper
• Alzheimer's Disease Classification From 2D MRI Brain Scans Using Convolutional Neural Networks

  2023cites this paper
• Structural complexity of brain regions in mild cognitive impairment and Alzheimers disease

  2023cites this paper
• DeepCurvMRI: Deep Convolutional Curvelet Transform-Based MRI Approach for Early Detection of Alzheimer’s Disease

  2023cites this paper
• Convergence of Artificial Intelligence and Neuroscience towards the Diagnosis of Neurological Disorders—A Scoping Review

  2023cites this paper
• Human Age Prediction Based on Brain MRI Using Density-Based Regression

  2023cites this paper
• Study of Alzheimer’s disease brain impairment and methods for its early diagnosis: a comprehensive survey

  2023cites this paper
• Deep learning-based approach for multi-stage diagnosis of Alzheimer’s disease

  2023cites this paper
• Multiscale structural mapping of Alzheimer’s disease neurodegeneration

  2022cites this paper
• Penalized Decomposition Using Residuals (PeDecURe) for Nuisance Variable Adjustment in Multivariate Pattern Analysis

  2022cites this paper
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  2022cites this paper
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  2022cites this paper
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  2022cites this paper
• Diagnostic performance of magnetic resonance imaging–based machine learning in Alzheimer’s disease detection: a meta-analysis

  2022cites this paper
• Machine Learning GUI based For Detecting Alzheimer’s

  2022cites this paper
• Voting Ensemble Approach for Enhancing Alzheimer’s Disease Classification

  2022cites this paper
• A review on Alzheimer's Disease Classification from Normal Controls and Mild Cognitive Impairment using structural MR Images.

  2022cites this paper
• Research on computer-aided diagnosis of Alzheimer's disease based on PET images

  2022influential citation
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  2022cites this paper
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  2022cites this paper
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  2022cites this paper
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  2022cites this paper
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• Role of Computational Intelligence Techniques in Diagnosing Alzheimer’s disease at Early Stages: A Systematic Literature Review

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  2022cites this paper
• Artificial Intelligence in Brain MRI Analysis of Alzheimer's Disease over the Past 12 Years: A Systematic Review.

  2022cites this paper
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  2022cites this paper
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  2022cites this paper
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