[HTML][HTML] Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization
Magnetic resonance imaging and computed tomography from multiple batches (eg sites,
scanners, datasets, etc.) are increasingly used alongside complex downstream analyses to …
scanners, datasets, etc.) are increasingly used alongside complex downstream analyses to …
Quantitative magnetic resonance imaging towards clinical application in multiple sclerosis
Quantitative MRI provides biophysical measures of the microstructural integrity of the CNS,
which can be compared across CNS regions, patients, and centres. In patients with multiple …
which can be compared across CNS regions, patients, and centres. In patients with multiple …
Reproducibility of diffusion tensor image analysis along the perivascular space (DTI-ALPS) for evaluating interstitial fluid diffusivity and glymphatic function: CHanges …
Purpose The diffusion tensor image analysis along the perivascular space (DTI-ALPS)
method was developed to evaluate the brain's glymphatic function or interstitial fluid …
method was developed to evaluate the brain's glymphatic function or interstitial fluid …
A novel imaging marker for small vessel disease based on skeletonization of white matter tracts and diffusion histograms
E Baykara, B Gesierich, R Adam… - Annals of …, 2016 - Wiley Online Library
Objective To establish a fully automated, robust imaging marker for cerebral small vessel
disease (SVD) and related cognitive impairment that is easy to implement, reflects disease …
disease (SVD) and related cognitive impairment that is easy to implement, reflects disease …
[HTML][HTML] Resting-state connectivity in neurodegenerative disorders: Is there potential for an imaging biomarker?
Biomarkers in whichever modality are tremendously important in diagnosing of disease,
tracking disease progression and clinical trials. This applies in particular for disorders with a …
tracking disease progression and clinical trials. This applies in particular for disorders with a …
Variability and standardization of quantitative imaging: monoparametric to multiparametric quantification, radiomics, and artificial intelligence
Radiological images have been assessed qualitatively in most clinical settings by the expert
eyes of radiologists and other clinicians. On the other hand, quantification of radiological …
eyes of radiologists and other clinicians. On the other hand, quantification of radiological …
Characterization of age-related differences in the human choroid plexus volume, microstructural integrity, and blood perfusion using multiparameter magnetic …
The choroid plexus (CP) is an important cerebral structure involved in cerebrospinal fluid
production and transport of solutes into the brain. Recent studies have uncovered the …
production and transport of solutes into the brain. Recent studies have uncovered the …
Functional connectivity-based prediction of autism on site harmonized ABIDE dataset
M Ingalhalikar, S Shinde, A Karmarkar… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Objective: The larger sample sizes available from multi-site publicly available neuroimaging
data repositories makes machine-learning based diagnostic classification of mental …
data repositories makes machine-learning based diagnostic classification of mental …
[HTML][HTML] Diffusion MRI of white matter microstructure development in childhood and adolescence: Methods, challenges and progress
Diffusion magnetic resonance imaging (dMRI) continues to grow in popularity as a useful
neuroimaging method to study brain development, and longitudinal studies that track the …
neuroimaging method to study brain development, and longitudinal studies that track the …
[HTML][HTML] Liver intravoxel incoherent motion (IVIM) magnetic resonance imaging: a comprehensive review of published data on normal values and applications for …
A comprehensive literature review was performed on liver intravoxel incoherent motion
(IVIM) magnetic resonance imaging (MRI) technique and its applications. Heterogeneous …
(IVIM) magnetic resonance imaging (MRI) technique and its applications. Heterogeneous …