A 3D densely connected convolution neural network with connection-wise attention mechanism for Alzheimer's disease classification

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

(2018) Manhua Liu et al.   NEUROINFORMATICS

Automated classification of Alzheimer's disease and mild cognitive impairment using a single MRI and deep neural networks

(2018) Silvia Basaia et al.   NeuroImage-Clinical

Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition

(2017) Xuanhan Wang et al.   IEEE SIGNAL PROCESSING LETTERS

Deep ensemble learning of sparse regression models for brain disease diagnosis

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

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

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

Comparison of nine tractography algorithms for detecting abnormal structural brain networks in Alzheimer’s disease

(2015) Liang Zhan et al.   Frontiers in Aging Neuroscience

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

Multimodal classification of Alzheimer's disease and mild cognitive impairment

(2011) Daoqiang Zhang et al.   NEUROIMAGE

Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data

(2011) Youngsang Cho et al.   NEUROIMAGE

Multi-Method Analysis of MRI Images in Early Diagnostics of Alzheimer's Disease

(2011) Robin Wolz et al.   PLoS One

Disease classification with hippocampal shape invariants

(2009) Boris Gutman et al.   HIPPOCAMPUS

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

(2009) Chris Hinrichs et al.   NEUROIMAGE

Automatic classification of MR scans in Alzheimer's disease

(2008) S. Kloppel et al.   BRAIN

Automated cortical thickness measurements from MRI can accurately separate Alzheimer's patients from normal elderly controls

(2006) Jason P. Lerch et al.   NEUROBIOLOGY OF AGING