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

…, AM Dale, JP Felmlee, JL Gunter… - Journal of Magnetic …, 2008 - Wiley Online Library
The Alzheimer's Disease Neuroimaging Initiative (ADNI) is a longitudinal multisite observational
study of healthy elders, mild cognitive impairment (MCI), and Alzheimer's disease. …

Serial PIB and MRI in normal, mild cognitive impairment and Alzheimer's disease: implications for sequence of pathological events in Alzheimer's disease

…, ML Senjem, DS Knopman, MM Shiung, JL Gunter… - Brain, 2009 - academic.oup.com
The purpose of this study was to use serial imaging to gain insight into the sequence of
pathologic events in Alzheimer's disease, and the clinical features associated with this sequence. …

An operational approach to National Institute on Aging–Alzheimer's Association criteria for preclinical Alzheimer disease

…, P Vemuri, V Lowe, K Kantarci, JL Gunter… - Annals of …, 2012 - Wiley Online Library
Objective: A workgroup commissioned by the Alzheimer's Association (AA) and the National
Institute on Aging (NIA) recently published research criteria for preclinical Alzheimer …

Medical image synthesis for data augmentation and anonymization using generative adversarial networks

…, CG Schwarz, ML Senjem, JL Gunter… - … and Synthesis in …, 2018 - Springer
Data diversity is critical to success when training deep learning models. Medical imaging
data sets are often imbalanced as pathologic findings are generally rare, which introduces …

[HTML][HTML] Defining imaging biomarker cut points for brain aging and Alzheimer's disease

…, TM Therneau, VJ Lowe, DS Knopman, JL Gunter… - Alzheimer's & …, 2017 - Elsevier
Introduction Our goal was to develop cut points for amyloid positron emission tomography (PET),
tau PET, flouro-deoxyglucose (FDG) PET, and MRI cortical thickness. Methods We …

Brain beta-amyloid measures and magnetic resonance imaging atrophy both predict time-to-progression from mild cognitive impairment to Alzheimer's disease

…, ML Senjem, G Zeng, MA Bernstein, JL Gunter… - Brain, 2010 - academic.oup.com
Biomarkers of brain Aβ amyloid deposition can be measured either by cerebrospinal fluid
Aβ42 or Pittsburgh compound B positron emission tomography imaging. Our objective was to …

Alzheimer's disease diagnosis in individual subjects using structural MR images: validation studies

P Vemuri, JL Gunter, ML Senjem, JL Whitwell… - Neuroimage, 2008 - Elsevier
OBJECTIVE: To develop and validate a tool for Alzheimer's disease (AD) diagnosis in individual
subjects using support vector machine (SVM)-based classification of structural MR (sMR…

Neuroimaging signatures of frontotemporal dementia genetics: C9ORF72, tau, progranulin and sporadics

…, SD Weigand, BF Boeve, ML Senjem, JL Gunter… - Brain, 2012 - academic.oup.com
A major recent discovery was the identification of an expansion of a non-coding GGGGCC
hexanucleotide repeat in the C9ORF72 gene in patients with frontotemporal dementia and …

Cascading network failure across the Alzheimer's disease spectrum

DT Jones, DS Knopman, JL Gunter, J Graff-Radford… - Brain, 2016 - academic.oup.com
Complex biological systems are organized across various spatiotemporal scales with particular
scientific disciplines dedicated to the study of each scale (eg genetics, molecular biology …

[HTML][HTML] Non-stationarity in the “resting brain's” modular architecture

DT Jones, P Vemuri, MC Murphy, JL Gunter… - PloS one, 2012 - journals.plos.org
Task-free functional magnetic resonance imaging (TF-fMRI) has great potential for advancing
the understanding and treatment of neurologic illness. However, as with all measures of …