User profiles for M.L. Senjem

Matthew L. Senjem

Assistant Professor of Radiology, Mayo Clinic College of Medicine
Verified email at mayo.edu
Cited by 29036

[HTML][HTML] Magnetic resonance imaging in Alzheimer's disease neuroimaging initiative 2

…, R Nosheny, S Ourselin, N Schuff, ML Senjem… - Alzheimer's & …, 2015 - Elsevier
Introduction Alzheimer's Disease Neuroimaging Initiative (ADNI) is now in its 10th year. The
primary objective of the magnetic resonance imaging (MRI) core of ADNI has been to …

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

…, VJ Lowe, SD Weigand, HJ Wiste, ML Senjem… - 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. …

11C PiB and structural MRI provide complementary information in imaging of Alzheimer's disease and amnestic mild cognitive impairment

CR Jack Jr, VJ Lowe, ML Senjem, SD Weigand… - Brain, 2008 - academic.oup.com
To date, most diagnostic imaging comparisons between amyloid labelling ligands and other
imaging modalities have been between the use of amyloid labelling ligand 11 C Pittsburgh …

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

…, JK Rogers, CG Schwarz, ML Senjem… - … 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 …

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

…, V Lowe, K Kantarci, JL Gunter, ML Senjem… - 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 …

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

…, VJ Lowe, DS Knopman, JL Gunter, ML Senjem… - 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

…, HJ Wiste, P Vemuri, SD Weigand, ML Senjem… - 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…

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

…, P Vemuri, MC Murphy, JL Gunter, ML Senjem… - 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 …

MRI correlates of neurofibrillary tangle pathology at autopsy: a voxel-based morphometry study

…, SA Przybelski, SD Weigand, P Vemuri, ML Senjem… - Neurology, 2008 - AAN Enterprises
Background: Neurofibrillary tangles (NFTs), composed of hyperphosphorylated tau proteins,
are one of the pathologic hallmarks of Alzheimer disease (AD). We aimed to determine …