DeepAtrophy: Teaching a neural network to detect progressive changes in longitudinal MRI of the hippocampal region in Alzheimer's disease

Predicting Alzheimer's disease progression using deep recurrent neural networks

(2020) Minh Nguyen et al.   NEUROIMAGE

Comparing progression biomarkers in clinical trials of early Alzheimer’s disease

(2020) Nicholas C. Cullen et al.   Annals of Clinical and Translational Neurology

Longitudinal atrophy in early Braak regions in preclinical Alzheimer's disease

(2020) Long Xie et al.   HUMAN BRAIN MAPPING

Training recurrent neural networks robust to incomplete data: application to Alzheimer’s disease progression modeling

(2019) Mostafa Mehdipour Ghazi et al.   MEDICAL IMAGE ANALYSIS

Predicting Alzheimer’s disease progression using multi-modal deep learning approach

(2019) Garam Lee et al.   Scientific Reports

Automated segmentation of medial temporal lobe subregions on in vivo T1-weighted MRI in early stages of Alzheimer's disease

(2019) Long Xie et al.   HUMAN BRAIN MAPPING

Learning image-based spatial transformations via convolutional neural networks: A review

(2019) Nicholas J. Tustison et al.   MAGNETIC RESONANCE IMAGING

Determining clinically meaningful decline in preclinical Alzheimer disease

(2019) Philip S. Insel et al.   NEUROLOGY

Layer-Wise Relevance Propagation for Explaining Deep Neural Network Decisions in MRI-Based Alzheimer's Disease Classification

(2019) Moritz Böhle et al.   Frontiers in Aging Neuroscience

Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease

(2018) Sarah Parisot et al.   MEDICAL IMAGE ANALYSIS

Power Calculations for Clinical Trials in Alzheimer's Disease

(2018) M. Colin Ard et al.   JOURNAL OF ALZHEIMERS DISEASE

Disease progression timeline estimation for Alzheimer's disease using discriminative event based modeling

(2018) Vikram Venkatraghavan et al.   NEUROIMAGE

A Systematic Review of Longitudinal Studies Which Measure Alzheimer’s Disease Biomarkers

(2017) Emma Lawrence et al.   JOURNAL OF ALZHEIMERS DISEASE

Quicksilver: Fast predictive image registration – A deep learning approach

(2017) Xiao Yang et al.   NEUROIMAGE

Probabilistic disease progression modeling to characterize diagnostic uncertainty: Application to staging and prediction in Alzheimer's disease

(2017) Marco Lorenzi et al.   NEUROIMAGE

Predicting Age Using Neuroimaging: Innovative Brain Ageing Biomarkers

(2017) James H. Cole et al.   TRENDS IN NEUROSCIENCES

MRI-based brain atrophy rates in ADNI phase 2: acceleration and enrichment considerations for clinical trials

(2016) Xue Hua et al.   NEUROBIOLOGY OF AGING

2014 Update of the Alzheimer's Disease Neuroimaging Initiative: A review of papers published since its inception

(2015) Michael W. Weiner et al.   Alzheimers & Dementia

Measuring brain atrophy with a generalized formulation of the boundary shift integral

(2015) Ferran Prados et al.   NEUROBIOLOGY OF AGING

Disentangling normal aging from Alzheimer's disease in structural magnetic resonance images

(2015) Marco Lorenzi et al.   NEUROBIOLOGY OF AGING

Regional flux analysis for discovering and quantifying anatomical changes: An application to the brain morphometry in Alzheimer's disease

(2015) M. Lorenzi et al.   NEUROIMAGE

Accelerated vs. unaccelerated serial MRI based TBM-SyN measurements for clinical trials in Alzheimer's disease

(2015) Prashanthi Vemuri et al.   NEUROIMAGE

Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge

(2015) David M. Cash et al.   NEUROIMAGE

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

(2015) Sebastian Bach et al.   PLoS One

The A4 Study: Stopping AD Before Symptoms Begin?

(2014) R. A. Sperling et al.   Science Translational Medicine

The Preclinical Alzheimer Cognitive Composite

(2014) Michael C. Donohue et al.   JAMA Neurology

Collaborative patch-based super-resolution for diffusion-weighted images

(2013) Pierrick Coupé et al.   NEUROIMAGE

LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm

(2013) M. Lorenzi et al.   NEUROIMAGE

Preclinical Alzheimer disease—the challenges ahead

(2012) Reisa A. Sperling et al.   Nature Reviews Neurology

Measuring longitudinal change in the hippocampal formation from in vivo high-resolution T2-weighted MRI

(2012) Sandhitsu R. Das et al.   NEUROIMAGE

Within-subject template estimation for unbiased longitudinal image analysis

(2012) Martin Reuter et al.   NEUROIMAGE

Unbiased tensor-based morphometry: Improved robustness and sample size estimates for Alzheimer's disease clinical trials

(2012) Xue Hua et al.   NEUROIMAGE

Enrichment and Stratification for Predementia Alzheimer Disease Clinical Trials

(2012) Dominic Holland et al.   PLoS One

Toward defining the preclinical stages of Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease

(2011) Reisa A. Sperling et al.   Alzheimers & Dementia

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

Unbiased comparison of sample size estimates from longitudinal structural measures in ADNI

(2011) Dominic Holland et al.   HUMAN BRAIN MAPPING

Algorithms, atrophy and Alzheimer's disease: Cautionary tales for clinical trials

(2011) Nick C. Fox et al.   NEUROIMAGE

Update on the Magnetic Resonance Imaging core of the Alzheimer's Disease Neuroimaging Initiative

(2010) Clifford R. Jack et al.   Alzheimers & Dementia

Automated cross-sectional and longitudinal hippocampal volume measurement in mild cognitive impairment and Alzheimer's disease

(2010) Kelvin K. Leung et al.   NEUROIMAGE

Highly accurate inverse consistent registration: A robust approach

(2010) Martin Reuter et al.   NEUROIMAGE

Bias in estimation of hippocampal atrophy using deformation-based morphometry arises from asymmetric global normalization: An illustration in ADNI 3 T MRI data

(2009) Paul A. Yushkevich et al.   NEUROIMAGE

The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods

(2008) Clifford R. Jack et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Tensor-based morphometry as a neuroimaging biomarker for Alzheimer's disease: An MRI study of 676 AD, MCI, and normal subjects

(2008) Xue Hua et al.   NEUROIMAGE

Transcranial magnetic stimulation and brain atrophy: a computer-based human brain model study

(2008) Tim Wagner et al.   EXPERIMENTAL BRAIN RESEARCH