Scanner invariant representations for diffusion MRI harmonization
Purpose In the present work, we describe the correction of diffusion‐weighted MRI for site
and scanner biases using a novel method based on invariant representation. Theory and …
and scanner biases using a novel method based on invariant representation. Theory and …
ComBat harmonization for radiomic features in independent phantom and lung cancer patient computed tomography datasets
RN Mahon, M Ghita, GD Hugo… - Physics in Medicine & …, 2020 - iopscience.iop.org
This work seeks to evaluate the combatting batch effect (ComBat) harmonization algorithm's
ability to reduce the variation in radiomic features arising from different imaging protocols …
ability to reduce the variation in radiomic features arising from different imaging protocols …
Glymphatic dysfunction correlates with severity of small vessel disease and cognitive impairment in cerebral amyloid angiopathy
Background and purpose Cerebral amyloid angiopathy (CAA) is characterized by β‐amyloid
deposition in cortical and leptomeningeal arterioles, which might result from glymphatic …
deposition in cortical and leptomeningeal arterioles, which might result from glymphatic …
[HTML][HTML] Cross-scanner and cross-protocol multi-shell diffusion MRI data harmonization: Algorithms and results
Cross-scanner and cross-protocol variability of diffusion magnetic resonance imaging
(dMRI) data are known to be major obstacles in multi-site clinical studies since they limit the …
(dMRI) data are known to be major obstacles in multi-site clinical studies since they limit the …
[HTML][HTML] Genes associated with gray matter volume alterations in schizophrenia
Y Ji, X Zhang, Z Wang, W Qin, H Liu, K Xue, J Tang… - Neuroimage, 2021 - Elsevier
Although both schizophrenia and gray matter volume (GMV) show high heritability, however,
genes accounting for GMV alterations in schizophrenia remain largely unknown. Based on …
genes accounting for GMV alterations in schizophrenia remain largely unknown. Based on …
Alterations in connectome dynamics in autism spectrum disorder: a harmonized mega-and meta-analysis study using the autism brain imaging data exchange dataset
Background Neuroimaging studies have reported functional connectome aberrancies in
autism spectrum disorder (ASD). However, the time-varying patterns of connectome …
autism spectrum disorder (ASD). However, the time-varying patterns of connectome …
[HTML][HTML] Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners
Highlights•We present Neuroharmony, a harmonization tool for images from unseen
scanners.•We developed Neuroharmony using a total of 15,026 sMRI images.•The tool was …
scanners.•We developed Neuroharmony using a total of 15,026 sMRI images.•The tool was …
The ENIGMA‐Epilepsy working group: Mapping disease from large data sets
Epilepsy is a common and serious neurological disorder, with many different constituent
conditions characterized by their electro clinical, imaging, and genetic features. MRI has …
conditions characterized by their electro clinical, imaging, and genetic features. MRI has …
[HTML][HTML] Diffusion MRI indices and their relation to cognitive impairment in brain aging: the updated multi-protocol approach in ADNI3
A Zavaliangos-Petropulu, TM Nir… - Frontiers in …, 2019 - frontiersin.org
Brain imaging with diffusion-weighted MRI (dMRI) is sensitive to microstructural white matter
(WM) changes associated with brain aging and neurodegeneration. In its third phase, the …
(WM) changes associated with brain aging and neurodegeneration. In its third phase, the …
Longitudinal development of brain iron is linked to cognition in youth
Brain iron is vital to multiple aspects of brain function, including oxidative metabolism,
myelination, and neurotransmitter synthesis. Atypical iron concentration in the basal ganglia …
myelination, and neurotransmitter synthesis. Atypical iron concentration in the basal ganglia …