Early Detection of Alzheimer’s Disease Using Magnetic Resonance Imaging: A Novel Approach Combining Convolutional Neural Networks and Ensemble Learning

A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal magnetic resonance imaging data

(2019) Hongming Li et al.   Alzheimers & Dementia

Classification of Alzheimer’s Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling

(2018) Shui-Hua Wang et al.   JOURNAL OF MEDICAL SYSTEMS

Alzheimer Disease

(2018) Maileen Gloriane Ulep et al.   JNP-Journal for Nurse Practitioners

Synaptic Loss in the Inferior Temporal Gyrus in Mild Cognitive Impairment and Alzheimer's Disease

(2018) Stephen W. Scheff et al.   JOURNAL OF ALZHEIMERS DISEASE

Structural neuroimaging as clinical predictor: A review of machine learning applications

(2018) José María Mateos-Pérez et al.   NeuroImage-Clinical

Alzheimer's disease diagnosis based on multiple cluster dense convolutional networks

(2018) Fan Li et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer’s Disease Prediction From Mild Cognitive Impairment

(2018) Weiming Lin et al.   Frontiers in Neuroscience

The Amygdala as a Locus of Pathologic Misfolding in Neurodegenerative Diseases

(2017) Peter T Nelson et al.   JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY

Deep ensemble learning of sparse regression models for brain disease diagnosis

(2017) Heung-Il Suk et al.   MEDICAL IMAGE ANALYSIS

The Human Brainnetome Atlas: A New Brain Atlas Based on Connectional Architecture

(2016) Lingzhong Fan et al.   CEREBRAL CORTEX

Ensembles of Deep Learning Architectures for the Early Diagnosis of the Alzheimer’s Disease

(2016) Andrés Ortiz et al.   International Journal of Neural Systems

Bounded activation functions for enhanced training stability of deep neural networks on visual pattern recognition problems

(2016) Shan Sung Liew et al.   NEUROCOMPUTING

Hippocampal Sclerosis of Aging Can Be Segmental

(2015) Eseosa T. Ighodaro et al.   JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects

(2015) Elaheh Moradi et al.   NEUROIMAGE

Can multi-modal neuroimaging evidence from hippocampus provide biomarkers for the progression of amnestic mild cognitive impairment?

(2015) Jiu Chen et al.   Neuroscience Bulletin

Magnetic resonance imaging biomarkers for the early diagnosis of Alzheimer's disease: a machine learning approach

(2015) Christian Salvatore et al.   Frontiers in Neuroscience

Medial temporal atrophy in early and late-onset Alzheimer's disease

(2014) Enrica Cavedo et al.   NEUROBIOLOGY OF AGING

Hippocampal Morphology and Autobiographic Memory in Mild Cognitive Impairment and Alzheimer's Disease

(2012) Philipp A. Thomann et al.   Current Alzheimer Research

Hippocampal Subregions are Differentially Affected in the Progression to Alzheimer's Disease

(2011) Sarah J. Greene et al.   Anatomical Record-Advances in Integrative Anatomy and Evolutionary Biology

A supervised method to assist the diagnosis and monitor progression of Alzheimer's disease using data from an fMRI experiment

(2011) Evanthia E. Tripoliti et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Introduction to the special issue on Theories and Methodologies for mechatronics design

(2010) V.C. Moulianitis et al.   MECHATRONICS

Alzheimer Abnormalities of the Amygdala With Klüver-Bucy Syndrome Symptoms

(2009) Shawn J. Kile et al.   ARCHIVES OF NEUROLOGY

The dopaminergic basis of cognitive and motor performance in Alzheimer's disease

(2009) Suzanne Reeves et al.   NEUROBIOLOGY OF DISEASE

Neural correlates of Alzheimer's disease and mild cognitive impairment: A systematic and quantitative meta-analysis involving 1351 patients

(2009) Matthias L. Schroeter et al.   NEUROIMAGE

Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset

(2009) Chris Hinrichs et al.   NEUROIMAGE

Amnestic Mild Cognitive Impairment: Structural MR Imaging Findings Predictive of Conversion to Alzheimer Disease

(2008) G. Karas et al.   AMERICAN JOURNAL OF NEURORADIOLOGY