ArticleProceedings. IEEE International Symposium on Biomedical Imaging2024
QUANTIFYING WHITE MATTER HYPERINTENSITY AND BRAIN VOLUMES IN HETEROGENEOUS CLINICAL AND LOW-FIELD PORTABLE MRI.
Article in Proceedings. IEEE International Symposium on Biomedical Imaging, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
37 citing papers in PubMed.
- A phase-II randomized controlled pilot study of nicotinamide riboside supplementation in older adults with amnestic mild cognitive impairment.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Trial
- Vulnerability of locus coeruleus connections to aging and Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Plasma Amyloid Beta and Tau Associations with Cerebral Amyloid Angiopathy Presence and Severity.Annals of neurology · 2026Article
- Portable Ultra-Low Field MRI Deep-Learning Algorithms for White Matter Lesion Segmentation Improve Accuracy and Reflect Clinical Disability in Multiple Sclerosis.medRxiv : the preprint server for health sciences · 2026Article
- The influence of blood lipids on cerebral perfusion by apolipoprotein E status.Journal of lipid research · 2026Article
- Ultra-low-field MRI for bedside imaging of severe multiple sclerosis.Journal of neurology · 2026Article
- Estimating white matter hyperintensities volume in individuals with stroke using T1-weighted images.Neuroimage. Reports · 2026Article
- Article
- From Low Field to High Value: Robust Cortical Mapping From Low-Field MRI.Human brain mapping · 2026Article
- A composite measure of cerebral small vessel disease predicts cognitive change after stroke.medRxiv : the preprint server for health sciences · 2026Article
- Retinal Microvascular Dysfunction Reflects Vascular and Alzheimer's-Related Pathology in Dementia With Lewy Bodies.CNS neuroscience & therapeutics · 2026Article
- Portable Low-Field Magnetic Resonance Imaging in People With Human Immunodeficiency Virus.Annals of clinical and translational neurology · 2026Article
- UNISELF: A unified network with instance normalization and self-ensembled lesion fusion for multiple sclerosis lesion segmentation.Medical image analysis · 2026Article
- Similar minds age alike: an MRI similarity approach for predicting age-related cognitive decline.npj aging · 2026Article
- Retinal microvascular dysfunction in mild cognitive impairment: Associations with cerebral small vessel disease, plasma biomarkers, and cognitive decline.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Voxelwise correlation of neighbors as a hypothesis driven framework for characterizing white matter lesion heterogeneity.Scientific reports · 2026Article
- Detecting patterns of atrophy in cognitively impaired individuals using portable, low-field MRI.Imaging neuroscience (Cambridge, Mass.) · 2026Article
- Multimodal Magnetic Resonance Imaging Signatures of White Matter Hyperintensities: Mechanistic Insights Into Pathobiological Heterogeneity.Journal of stroke · 2026Review
- Exploratory radiomics analysis of T1-weighted and FLAIR MRI in relation to Parkinson's disease motor subtypes.Frontiers in neurology · 2026Article
- Mind the brain age: How segmentation and template selection reshape structural connectomes.Imaging neuroscience (Cambridge, Mass.) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
24 authors.
Funding
Abstract
Brain atrophy and white matter hyperintensity (WMH) are critical neuroimaging features for ascertaining brain injury in cerebrovascular disease and multiple sclerosis. Automated segmentation and quantification is desirable but existing methods require high-resolution MRI with good signal-to-noise ratio (SNR). This precludes application to clinical and low-field portable MRI (pMRI) scans, thus hampering large-scale tracking of atrophy and WMH progression, especially in underserved areas where pMRI has huge potential. Here we present a method that segments white matter hyperintensity and 36 brain regions from scans of any resolution and contrast (including pMRI) without retraining. We show results on eight public datasets and on a private dataset with paired high- and low-field scans (3T and 64mT), where we attain strong correlation between the WMH (
Identifiers
What OpenQuestion holds
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.