[HTML][HTML] Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization

F Hu, AA Chen, H Horng, V Bashyam, C Davatzikos… - NeuroImage, 2023 - Elsevier
Magnetic resonance imaging and computed tomography from multiple batches (eg sites,
scanners, datasets, etc.) are increasingly used alongside complex downstream analyses to …

Quantitative magnetic resonance imaging towards clinical application in multiple sclerosis

C Granziera, J Wuerfel, F Barkhof, M Calabrese… - Brain, 2021 - academic.oup.com
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 …

Reproducibility of diffusion tensor image analysis along the perivascular space (DTI-ALPS) for evaluating interstitial fluid diffusivity and glymphatic function: CHanges …

T Taoka, R Ito, R Nakamichi, K Kamagata… - Japanese journal of …, 2022 - Springer
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 …

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 …

[HTML][HTML] Resting-state connectivity in neurodegenerative disorders: Is there potential for an imaging biomarker?

C Hohenfeld, CJ Werner, K Reetz - NeuroImage: Clinical, 2018 - Elsevier
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 …

Variability and standardization of quantitative imaging: monoparametric to multiparametric quantification, radiomics, and artificial intelligence

A Hagiwara, S Fujita, Y Ohno, S Aoki - Investigative radiology, 2020 - journals.lww.com
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 …

Characterization of age-related differences in the human choroid plexus volume, microstructural integrity, and blood perfusion using multiparameter magnetic …

JSR Alisch, M Kiely, C Triebswetter… - Frontiers in Aging …, 2021 - frontiersin.org
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 …

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 …

[HTML][HTML] Diffusion MRI of white matter microstructure development in childhood and adolescence: Methods, challenges and progress

CK Tamnes, DR Roalf, AL Goddings, C Lebel - Developmental cognitive …, 2018 - Elsevier
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 …

[HTML][HTML] Liver intravoxel incoherent motion (IVIM) magnetic resonance imaging: a comprehensive review of published data on normal values and applications for …

YT Li, JP Cercueil, J Yuan, W Chen… - … imaging in medicine …, 2017 - ncbi.nlm.nih.gov
A comprehensive literature review was performed on liver intravoxel incoherent motion
(IVIM) magnetic resonance imaging (MRI) technique and its applications. Heterogeneous …