Alzheimer’s diagnosis using deep learning in segmenting and classifying 3D brain MR images

Multimodal Neuroimaging Feature Learning With Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease

(2018) Jun Shi et al.   IEEE Journal of Biomedical and Health Informatics

EANM'17

(2017)   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions

(2017) Zeynettin Akkus et al.   JOURNAL OF DIGITAL IMAGING

Classification of brain disease in magnetic resonance images using two-stage local feature fusion

(2017) Tao Li et al.   PLoS One

Techniques of medical image processing and analysis accelerated by high-performance computing: a systematic literature review

(2017) Carlos A. S. J. Gulo et al.   Journal of Real-Time Image Processing

Diagnosis of Alzheimer’s Disease Based on Structural MRI Images Using a Regularized Extreme Learning Machine and PCA Features

(2017) Ramesh Kumar Lama et al.   Journal of Healthcare Engineering

Prediction and classification of Alzheimer disease based on quantification of MRI deformation

(2017) Xiaojing Long et al.   PLoS One

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

Detecting Anatomical Landmarks for Fast Alzheimer’s Disease Diagnosis

(2016) Jun Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Accurate Learning with Few Atlases (ALFA): an algorithm for MRI neonatal brain extraction and comparison with 11 publicly available methods

(2016) Ahmed Serag et al.   Scientific Reports

Hippocampal Shape Modeling Based on a Progressive Template Surface Deformation and its Verification

(2015) Jaeil Kim et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Methods on Skull Stripping of MRI Head Scan Images—a Review

(2015) P. Kalavathi et al.   JOURNAL OF DIGITAL IMAGING

Feature Selection Based on the SVM Weight Vector for Classification of Dementia

(2015) Esther E. Bron et al.   IEEE Journal of Biomedical and Health Informatics

An Efficient Approach for Differentiating Alzheimer's Disease from Normal Elderly Based on Multicenter MRI Using Gray-Level Invariant Features

(2014) Muwei Li et al.   PLoS One

The global prevalence of dementia: A systematic review and metaanalysis

(2013) Martin Prince et al.   Alzheimers & Dementia

Detecting brain structural changes as biomarker from magnetic resonance images using a local feature based SVM approach

(2013) Ye Chen et al.   JOURNAL OF NEUROSCIENCE METHODS

The Clinical Problem of Symptomatic Alzheimer Disease and Mild Cognitive Impairment

(2013) R. Tarawneh et al.   Cold Spring Harbor Perspectives in Medicine

Deformation based feature selection for Computer Aided Diagnosis of Alzheimer’s Disease

(2012) Alexandre Savio et al.   EXPERT SYSTEMS WITH APPLICATIONS

NMF-SVM Based CAD Tool Applied to Functional Brain Images for the Diagnosis of Alzheimer's Disease

(2011) P. Padilla et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automated Diagnosis of Alzheimer Disease using the Scale-Invariant Feature Transforms in Magnetic Resonance Images

(2011) Mohammad Reza Daliri   JOURNAL OF MEDICAL SYSTEMS

Early diagnosis of Alzheimer's disease using cortical thickness: impact of cognitive reserve

(2009) Olivier Querbes, Florent Aubry, Jérémie Pariente, Jean-Albert Lotterie, Jean-François Démonet, Véronique Duret, Michèle Puel, Isabelle Berry, Jean-Claude Fort et al.   BRAIN

An Adaptive Mean-Shift Framework for MRI Brain Segmentation

(2009) A. Mayer et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer's Disease Through Automated Hippocampal Segmentation

(2009) J.H. Morra et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Feature-based morphometry: Discovering group-related anatomical patterns

(2009) Matthew Toews et al.   NEUROIMAGE