4.7 Article

Using machine learning to quantify structuralMRIneurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and MIRIAD databases

Related references

Note: Only part of the references are listed.
Article Spectroscopy

Laser-induced breakdown spectroscopy spectral feature selection to enhance classification capabilities: A t-test filter approach

Curtis Huffman et al.

SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY (2019)

Review Clinical Neurology

NIA-AA Research Framework: Toward a biological definition of Alzheimer's disease

Clifford R. Jack et al.

ALZHEIMERS & DEMENTIA (2018)

Article Neurosciences

Harmonization of cortical thickness measurements across scanners and sites

Jean-Philippe Fortin et al.

NEUROIMAGE (2018)

Article Biochemical Research Methods

Modeling and prediction of clinical symptom trajectories in Alzheimer's disease using longitudinal data

Nikhil Bhagwat et al.

PLOS COMPUTATIONAL BIOLOGY (2018)

Proceedings Paper Medical Informatics

Automatic classification of cortical thickness patterns in Alzheimer's disease patients, using the Louvain modularity clustering method

Fabian W. Corlier et al.

14TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS (2018)

Review Clinical Neurology

Strategic roadmap for an early diagnosis of Alzheimer's disease based on biomarkers

Giovanni B. Frisoni et al.

LANCET NEUROLOGY (2017)

Article Computer Science, Artificial Intelligence

A novel relational regularization feature selection method for joint regression and classification in AD diagnosis

Xiaofeng Zhu et al.

MEDICAL IMAGE ANALYSIS (2017)

Article Computer Science, Artificial Intelligence

Deep ensemble learning of sparse regression models for brain disease diagnosis

Heung-Il Suk et al.

MEDICAL IMAGE ANALYSIS (2017)

Article Neurosciences

Harmonization of multi-site diffusion tensor imaging data

Jean-Philippe Fortin et al.

NEUROIMAGE (2017)

Article Mathematical & Computational Biology

Detection of Conversion from Mild Cognitive Impairment to Alzheimer's Disease Using Longitudinal Brain MRI

Zhuo Sun et al.

FRONTIERS IN NEUROINFORMATICS (2017)

Article Radiology, Nuclear Medicine & Medical Imaging

Diagnostic Efficacy of Structural MRI in Patients With Mild-toModerate Alzheimer Disease: Automated Volumetric Assessment Versus Visual Assessment

Jeeyoung Min et al.

AMERICAN JOURNAL OF ROENTGENOLOGY (2017)

Article Clinical Neurology

Defining imaging biomarker cut points for brain aging and Alzheimer's disease

Clifford R. Jack et al.

ALZHEIMERS & DEMENTIA (2017)

Article Neurosciences

Early detection of Alzheimer's disease using MRI hippocampal texture

Lauge Sorensen et al.

HUMAN BRAIN MAPPING (2016)

Article Clinical Neurology

Relation between subcortical grey matter atrophy and conversion from mild cognitive impairment to Alzheimer's disease

Hyon-Ah Yi et al.

JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY (2016)

Article Neurosciences

Removing inter-subject technical variability in magnetic resonance imaging studies

Jean-Philippe Fortin et al.

NEUROIMAGE (2016)

Article Radiology, Nuclear Medicine & Medical Imaging

Application of Machine Learning to Arterial Spin Labeling in Mild Cognitive Impairment and Alzheimer Disease

Lyduine E. Collij et al.

RADIOLOGY (2016)

Article Neuroimaging

Multimodal manifold-regularized transfer learning for MCI conversion prediction

Bo Cheng et al.

BRAIN IMAGING AND BEHAVIOR (2015)

Article Medicine, General & Internal

Prevalence of Amyloid PET Positivity in Dementia Syndromes A Meta-analysis

Rik Ossenkoppele et al.

JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2015)

Article Geriatrics & Gerontology

Thickness network features for prognostic applications in dementia

Pradeep Reddy Raamana et al.

NEUROBIOLOGY OF AGING (2015)

Article Geriatrics & Gerontology

Disentangling normal aging from Alzheimer's disease in structural magnetic resonance images

Marco Lorenzi et al.

NEUROBIOLOGY OF AGING (2015)

Article Neurosciences

Corpus Callosum Atrophy Rate in Mild Cognitive Impairment and Prodromal Alzheimer's Disease

Sahar Elahi et al.

JOURNAL OF ALZHEIMERS DISEASE (2015)

Article Clinical Neurology

Automatic temporal lobe atrophy assessment in prodromal AD: Data from the DESCRIPA study

Andrea Chincarini et al.

ALZHEIMERS & DEMENTIA (2014)

Article Clinical Neurology

The cerebrospinal fluid Alzheimer profile: Easily said, but what does it mean?

Flora H. Duits et al.

ALZHEIMERS & DEMENTIA (2014)

Article Computer Science, Artificial Intelligence

t-Test feature selection approach based on term frequency for text categorization

Deqing Wang et al.

PATTERN RECOGNITION LETTERS (2014)

Article Computer Science, Information Systems

Multiple Kernel Learning in the Primal for Multimodal Alzheimer's Disease Classification

Fayao Liu et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2014)

Review Clinical Neurology

Cerebral amyloid PET imaging in Alzheimer's disease

Clifford R. Jack et al.

ACTA NEUROPATHOLOGICA (2013)

Article Clinical Neurology

Alzheimer disease in the United States (2010-2050) estimated using the 2010 census

Liesi E. Hebert et al.

NEUROLOGY (2013)

Article Clinical Neurology

Accuracy of the Clinical Diagnosis of Alzheimer Disease at National Institute on Aging Alzheimer Disease Centers, 2005-2010

Thomas G. Beach et al.

JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY (2012)

Proceedings Paper Materials Science, Multidisciplinary

AdaBoost for Feature Selection, Classification and Its Relation with SVM*, A Review

Ruihu Wang

INTERNATIONAL CONFERENCE ON SOLID STATE DEVICES AND MATERIALS SCIENCE (2012)

Article Clinical Neurology

Amygdala atrophy is prominent in early Alzheimer's disease and relates to symptom severity

Stephane P. Poulin et al.

PSYCHIATRY RESEARCH-NEUROIMAGING (2011)

Review Clinical Neurology

The clinical use of structural MRI in Alzheimer disease

Giovanni B. Frisoni et al.

NATURE REVIEWS NEUROLOGY (2010)

Article Clinical Neurology

Alzheimer's Disease Neuroimaging Initiative (ADNI) Clinical characterization

R. C. Petersen et al.

NEUROLOGY (2010)

Article Clinical Neurology

Age, Alzheimer disease, and brain structure

C. A. Raji et al.

NEUROLOGY (2009)

Article Clinical Neurology

Frequent Amyloid Deposition Without Significant Cognitive Impairment Among the Elderly

Howard Jay Aizenstein et al.

ARCHIVES OF NEUROLOGY (2008)

Article Biochemical Research Methods

Probabilistic multi-class multi-kernel learning: on protein fold recognition and remote homology detection

Theodoros Damoulas et al.

BIOINFORMATICS (2008)

Article Clinical Neurology

Temporal trends in the long term risk of progression of mild cognitive impairment: a pooled analysis

A. J. Mitchell et al.

JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY (2008)

Article Public, Environmental & Occupational Health

Development of screening guidelines and clinical criteria for predementia Alzheimer's disease

P. J. Visser et al.

NEUROEPIDEMIOLOGY (2008)

Review Medicine, General & Internal

Essentials of the proper diagnoses of mild cognitive impairment, dementia, and major subtypes of dementia

DS Knopman et al.

MAYO CLINIC PROCEEDINGS (2003)

Article Clinical Neurology

Changes in premorbid brain volume predict Alzheimer's disease pathology

LC Silbert et al.

NEUROLOGY (2003)