ArticleFrontiers in neurology2017
Application of Texture Analysis to Study Small Vessel Disease and Blood-Brain Barrier Integrity.
Article in Frontiers in neurology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 31 citations in OpenAlex.
- Short-chain fatty acids as key mediators of the microbiota-gut-brain axis in chronic cerebral hypoperfusion: mechanisms and therapeutics.Molecular medicine (Cambridge, Mass.) · 2026Review
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- Constructing machine learning models based on non-contrast CT radiomics to predict hemorrhagic transformation after stoke: a two-center study.Frontiers in neurology · 2024Article
- AI-Based Automated Lipomatous Tumor Segmentation in MR Images: Ensemble Solution to Heterogeneous Data.Journal of digital imaging · 2023Article
- Comparison of T2W FLAIR Images of Patients with Multiple Sclerosis and Ischemic Gliosis via Histogram Analysis.Journal of clinical practice and research · 2023Article
- Intracerebral haemorrhage.Nature reviews. Disease primers · 2023Review
- Texture analysis of apparent diffusion coefficient maps in predicting the clinical functional outcomes of acute ischemic stroke.Frontiers in neurology · 2023Article
- The role of MRI-based texture analysis to predict the severity of brain injury in neonates with perinatal asphyxia.The British journal of radiology · 2022Article
- Fluid-attenuated inversion recovery magnetic resonance imaging textural features as sensitive markers of white matter damage in midlife adults.Brain communications · 2022Article
- Radiomics-based infarct features on CT predict hemorrhagic transformation in patients with acute ischemic stroke.Frontiers in neuroscience · 2022Article
- Fluorine-18 fluorodeoxyglucose positron emission tomography-based textural features for prediction of event prone carotid atherosclerotic plaques.Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology · 2021Article
- MRI Radiomic Signature of White Matter Hyperintensities Is Associated With Clinical Phenotypes.Frontiers in neuroscience · 2021Article
- Radiomics from magnetic resonance imaging may be used to predict the progression of white matter hyperintensities and identify associated risk factors.European radiology · 2020Article
- Analysis of dynamic texture and spatial spectral descriptors of dynamic contrast-enhanced brain magnetic resonance images for studying small vessel disease.Magnetic resonance imaging · 2020Article
- Parkinson's Disease Diagnosis Using Neostriatum Radiomic Features Based on T2-Weighted Magnetic Resonance Imaging.Frontiers in neurology · 2020Article
- Assessment of cerebrovascular reserve impairment using the breath-holding index in patients with leukoaraiosis.Neural regeneration research · 2019Article
- Identification of the presence of ischaemic stroke lesions by means of texture analysis on brain magnetic resonance images.Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society · 2019Article
- ALTEA: A Software Tool for the Evaluation of New Biomarkers for Alzheimer's Disease by Means of Textures Analysis on Magnetic Resonance Images.Diagnostics (Basel, Switzerland) · 2018Article
- Article
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
objectivesWe evaluate the alternative use of texture analysis for evaluating the role of blood-brain barrier (BBB) in small vessel disease (SVD).
methodsWe used brain magnetic resonance imaging from 204 stroke patients, acquired before and 20 min after intravenous gadolinium administration. We segmented tissues, white matter hyperintensities (WMH) and applied validated visual scores. We measured textural features in all tissues pre- and post-contrast and used ANCOVA to evaluate the effect of SVD indicators on the pre-/post-contrast change, Kruskal-Wallis for significance between patient groups and linear mixed models for pre-/post-contrast variations in cerebrospinal fluid (CSF) with Fazekas scores.
resultsTextural "homogeneity" increase in normal tissues with higher presence of SVD indicators was consistently more overt than in abnormal tissues. Textural "homogeneity" increased with age, basal ganglia perivascular spaces scores (
conclusionA consistent general pattern of increasing textural "homogeneity" with increasing SVD and post-contrast change in CSF with increasing WMH suggest that texture analysis may be useful for the study of BBB integrity.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.