Transfer learning for predicting conversion from mild cognitive impairment to dementia of Alzheimer's type based on a three-dimensional convolutional neural network

Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation

(2020) Junhao Wen et al.   MEDICAL IMAGE ANALYSIS

End-to-end lung cancer screening with three-dimensional deep learning on low-dose chest computed tomography

(2019) Diego Ardila et al.   NATURE MEDICINE

Associations of Amyloid, Tau, and Neurodegeneration Biomarker Profiles With Rates of Memory Decline Among Individuals Without Dementia

(2019) Clifford R. Jack et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Early alteration of the locus coeruleus in phenotypic variants of Alzheimer’s disease

(2019) Pauline Olivieri et al.   Annals of Clinical and Translational Neurology

Quantifying brain metabolism from FDG‐PET images into a probability of Alzheimer's dementia score

(2019) Evangeline Yee et al.   HUMAN BRAIN MAPPING

Early diagnosis of Alzheimer’s disease using combined features from voxel-based morphometry and cortical, subcortical, and hippocampus regions of MRI T1 brain images

(2019) Yubraj Gupta et al.   PLoS One

A systematic study of the class imbalance problem in convolutional neural networks

(2018) Mateusz Buda et al.   NEURAL NETWORKS

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

Deep ensemble learning of sparse regression models for brain disease diagnosis

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

Hippocampal and Amygdala Gray Matter Loss in Elderly Controls with Subtle Cognitive Decline

(2017) Davide Zanchi et al.   Frontiers in Aging Neuroscience

Morphological Hippocampal Markers for Automated Detection of Alzheimer's Disease and Mild Cognitive Impairment Converters in Magnetic Resonance Images

(2017) Luca Ferrarini et al.   JOURNAL OF ALZHEIMERS DISEASE

In Vivo Tau, Amyloid, and Gray Matter Profiles in the Aging Brain

(2016) J. Sepulcre et al.   JOURNAL OF NEUROSCIENCE

Domain Transfer Learning for MCI Conversion Prediction

(2015) Bo Cheng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Hierarchical Interactions Model for Predicting Mild Cognitive Impairment (MCI) to Alzheimer's Disease (AD) Conversion

(2014) Han Li et al.   PLoS One

Accurate multimodal probabilistic prediction of conversion to Alzheimer's disease in patients with mild cognitive impairment

(2013) Jonathan Young et al.   NeuroImage-Clinical

Integration and relative value of biomarkers for prediction of MCI to AD progression: Spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers

(2013) Xiao Da et al.   NeuroImage-Clinical

The Alzheimer’s Disease Assessment Scale-Cognitive-Plus (ADAS-Cog-Plus): an expansion of the ADAS-Cog to improve responsiveness in MCI

(2012) Jeannine Skinner et al.   Brain Imaging and Behavior

Scoring by nonlocal image patch estimator for early detection of Alzheimer's disease

(2012) Pierrick Coupé et al.   NeuroImage-Clinical

Amygdala atrophy is prominent in early Alzheimer's disease and relates to symptom severity

(2011) Stéphane P. Poulin et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

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

(2009) Clifford R Jack et al.   LANCET NEUROLOGY