Deep learning in large and multi-site structural brain MR imaging datasets
Large, multi-site, heterogeneous brain imaging datasets are increasingly required for the
training, validation, and testing of advanced deep learning (DL)-based automated tools …
training, validation, and testing of advanced deep learning (DL)-based automated tools …
OASIS-3: longitudinal neuroimaging, clinical, and cognitive dataset for normal aging and Alzheimer disease
PJ LaMontagne, TLS Benzinger, JC Morris, S Keefe… - medrxiv, 2019 - medrxiv.org
ABSTRACT OASIS-3 is a compilation of MRI and PET imaging and related clinical data for
1098 participants who were collected across several ongoing studies in the Washington …
1098 participants who were collected across several ongoing studies in the Washington …
Whole brain magnetic resonance image atlases: a systematic review of existing atlases and caveats for use in population imaging
Brain MRI atlases may be used to characterize brain structural changes across the life
course. Atlases have important applications in research, eg, as registration and …
course. Atlases have important applications in research, eg, as registration and …
A database of age-appropriate average MRI templates
JE Richards, C Sanchez, M Phillips-Meek, W Xie - Neuroimage, 2016 - Elsevier
This article summarizes a life-span neurodevelopmental MRI database. The study of
neurostructural development or neurofunctional development has been hampered by the …
neurostructural development or neurofunctional development has been hampered by the …
Improving model-based functional near-infrared spectroscopy analysis using mesh-based anatomical and light-transport models
Significance: Functional near-infrared spectroscopy (fNIRS) has become an important
research tool in studying human brains. Accurate quantification of brain activities via fNIRS …
research tool in studying human brains. Accurate quantification of brain activities via fNIRS …
A comparison of publicly available linear MRI stereotaxic registration techniques
Introduction Linear registration to a standard space is one of the major steps in processing
and analyzing magnetic resonance images (MRIs) of the brain. Here we present an …
and analyzing magnetic resonance images (MRIs) of the brain. Here we present an …
[HTML][HTML] Virtual brain grafting: Enabling whole brain parcellation in the presence of large lesions
Brain atlases and templates are at the heart of neuroimaging analyses, for which they
facilitate multimodal registration, enable group comparisons and provide anatomical …
facilitate multimodal registration, enable group comparisons and provide anatomical …
Individual differences in neuroanatomy and neurophysiology predict effects of transcranial alternating current stimulation
Background Noninvasive transcranial electrical stimulation (tES) research has been
plagued with inconsistent effects. Recent work has suggested neuroanatomical and …
plagued with inconsistent effects. Recent work has suggested neuroanatomical and …
Brains for all the ages: structural neurodevelopment in infants and children from a life-span perspective
JE Richards, W Xie - Advances in child development and behavior, 2015 - Elsevier
Magnetic resonance imaging (MRI) is a noninvasive method to measure brain structure and
function that may be applied to human participants of all ages. This chapter reviews our …
function that may be applied to human participants of all ages. This chapter reviews our …
Histogram-based normalization technique on human brain magnetic resonance images from different acquisitions
Background Intensity normalization is an important preprocessing step in brain magnetic
resonance image (MRI) analysis. During MR image acquisition, different scanners or …
resonance image (MRI) analysis. During MR image acquisition, different scanners or …