Ensemble of deep convolutional neural networks based multi-modality images for Alzheimer's disease diagnosis

2018 Alzheimer's disease facts and figures

(2018)   Alzheimers & Dementia

Multi-class Alzheimer's disease classification using image and clinical features

(2018) Tooba Altaf et al.   Biomedical Signal Processing and Control

Multiscale deep neural network based analysis of FDG-PET images for the early diagnosis of Alzheimer’s disease

(2018) Donghuan Lu et al.   MEDICAL IMAGE ANALYSIS

Landmark-based deep multi-instance learning for brain disease diagnosis

(2018) Mingxia Liu et al.   MEDICAL IMAGE ANALYSIS

Reconstruction of functional brain network in Alzheimer's disease via cross-frequency phase synchronization

(2018) Lihui Cai et al.   NEUROCOMPUTING

Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer’s Disease Diagnosis

(2018) Manhua Liu et al.   NEUROINFORMATICS

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

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

Deep Learning Applications in Medical Image Analysis

(2018) Justin Ker et al.   IEEE Access

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

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

Ensemble of 3D densely connected convolutional network for diagnosis of mild cognitive impairment and Alzheimer’s disease

(2018) Hongfei Wang et al.   NEUROCOMPUTING

Detecting Anatomical Landmarks From Limited Medical Imaging Data Using Two-Stage Task-Oriented Deep Neural Networks

(2017) Jun Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multi-modal classification of Alzheimer's disease using nonlinear graph fusion

(2017) Tong Tong et al.   PATTERN RECOGNITION

Detecting Anatomical Landmarks for Fast Alzheimer’s Disease Diagnosis

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

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

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

State-space model with deep learning for functional dynamics estimation in resting-state fMRI

(2016) Heung-Il Suk et al.   NEUROIMAGE

Label-aligned multi-task feature learning for multimodal classification of Alzheimer’s disease and mild cognitive impairment

(2015) Chen Zu et al.   Brain Imaging and Behavior

Multimodal Neuroimaging Feature Learning for Multiclass Diagnosis of Alzheimer's Disease

(2015) Siqi Liu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Deep learning

(2015) Yann LeCun et al.   NATURE

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

(2014) Heung-Il Suk et al.   NEUROIMAGE

Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

(2013) Heung-Il Suk et al.   Brain Structure & Function

Hierarchical fusion of features and classifier decisions for Alzheimer's disease diagnosis

(2013) Manhua Liu et al.   HUMAN BRAIN MAPPING

Comparison between brain CT and MRI for voxel-based morphometry of Alzheimer's disease

(2013) Etsuko Imabayashi et al.   Brain and Behavior

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease

(2011) Daoqiang Zhang et al.   NEUROIMAGE

The use of PET in Alzheimer disease

(2010) Agneta Nordberg et al.   Nature Reviews Neurology

Cortical thickness and voxel-based morphometry in posterior cortical atrophy and typical Alzheimer's disease

(2009) Manja Lehmann et al.   NEUROBIOLOGY OF AGING