Alzheimer’s disease diagnosis from diffusion tensor images using convolutional neural networks

Diagnosis of Alzheimer's disease with Sobolev gradient‐based optimization and 3D convolutional neural network

(2019) Evgin Goceri   International Journal for Numerical Methods in Biomedical Engineering

Identification of Leukemia Subtypes from Microscopic Images Using Convolutional Neural Network

(2019) Ahmed et al.   Diagnostics

Multimodal Hippocampal Subfield Grading For Alzheimer’s Disease Classification

(2019) Kilian Hett et al.   Scientific Reports

Anatomical Landmark based Deep Feature Representation for MR Images in Brain Disease Diagnosis

(2018) Mingxia Liu et al.   IEEE Journal of Biomedical and Health Informatics

Mean diffusivity in cortical gray matter in Alzheimer's disease: The importance of partial volume correction

(2018) Judith Henf et al.   NeuroImage-Clinical

White matter changes in Alzheimer’s disease: a focus on myelin and oligodendrocytes

(2018) Sara E. Nasrabady et al.   Acta Neuropathologica Communications

DTI Analyses and Clinical Applications in Alzheimer's Disease

(2018) Kenichi Oishi et al.   JOURNAL OF ALZHEIMERS DISEASE

New MRI Markers for Alzheimer's Disease: A Meta-Analysis of Diffusion Tensor Imaging and a Comparison with Medial Temporal Lobe Measurements

(2018) Lies Clerx et al.   JOURNAL OF ALZHEIMERS DISEASE

Machine Learning for Predicting Cognitive Diseases: Methods, Data Sources and Risk Factors

(2018) Brankica Bratić et al.   JOURNAL OF MEDICAL SYSTEMS

Recognition of Alzheimer's disease and Mild Cognitive Impairment with multimodal image-derived biomarkers and Multiple Kernel Learning

(2017) Olfa Ben Ahmed et al.   NEUROCOMPUTING

Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls

(2017) Mohammad R. Arbabshirani et al.   NEUROIMAGE

In vivo staging of regional amyloid deposition

(2017) Michel J. Grothe et al.   NEUROLOGY

Correlations between Gray Matter and White Matter Degeneration in Pure Alzheimer’s Disease, Pure Subcortical Vascular Dementia, and Mixed Dementia

(2017) Hyemin Jang et al.   Scientific Reports

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Mild Cognitive Impairment: An Overview

(2016) Ronald C. Petersen et al.   CNS SPECTRUMS

Cognitive Correlates of Basal Forebrain Atrophy and Associated Cortical Hypometabolism in Mild Cognitive Impairment

(2015) Michel J. Grothe et al.   CEREBRAL CORTEX

Spatial patterns of atrophy, hypometabolism, and amyloid deposition in Alzheimer's disease correspond to dissociable functional brain networks

(2015) Michel J. Grothe et al.   HUMAN BRAIN MAPPING

Diffusion weighted imaging-based maximum density path analysis and classification of Alzheimer's disease

(2015) Talia M. Nir et al.   NEUROBIOLOGY OF AGING

The global prevalence of dementia: A systematic review and metaanalysis

(2013) Martin Prince et al.   Alzheimers & Dementia

Brain Microstructure Reveals Early Abnormalities more than Two Years prior to Clinical Progression from Mild Cognitive Impairment to Alzheimer's Disease

(2013) G. Douaud et al.   JOURNAL OF NEUROSCIENCE

Amyloid β deposition, neurodegeneration, and cognitive decline in sporadic Alzheimer's disease: a prospective cohort study

(2013) Victor L Villemagne et al.   LANCET NEUROLOGY

Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data

(2013) Martin Dyrba et al.   PLoS One

Fornix integrity and hippocampal volume predict memory decline and progression to Alzheimer’s disease

(2012) Michelle M. Mielke et al.   Alzheimers & Dementia

The Diffusion Tensor Imaging Toolbox

(2012) J. R. Alger   JOURNAL OF NEUROSCIENCE

Diffusion Tensor Metrics as Biomarkers in Alzheimer's Disease

(2012) Julio Acosta-Cabronero et al.   PLoS One

Amyloid Imaging with 18F-Florbetaben in Alzheimer Disease and Other Dementias

(2011) V. L. Villemagne et al.   JOURNAL OF NUCLEAR MEDICINE

Staging Alzheimer's disease progression with multimodality neuroimaging

(2011) Michael Ewers et al.   PROGRESS IN NEUROBIOLOGY

Neuroimaging markers for the prediction and early diagnosis of Alzheimer's disease dementia

(2011) Michael Ewers et al.   TRENDS IN NEUROSCIENCES

Dementia with Lewy bodies and Alzheimer disease: Neurodegenerative patterns characterized by DTI

(2010) K. Kantarci et al.   NEUROLOGY

Hypothetical model of dynamic biomarkers of the Alzheimer's pathological cascade

(2009) Clifford R Jack et al.   LANCET NEUROLOGY