ArticleBrain and behavior2019
Test-retest reproducibility of a multi-atlas automated segmentation tool on multimodality brain MRI.
Article in Brain and behavior, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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Who cites it
28 citing papers in PubMed.
- White Matter Integrity Predicts Electrical Stimulation (tDCS) and Language Therapy Effects in Primary Progressive Aphasia.Neurorehabilitation and neural repair · 2021Trial
- Associations between cerebral cortex volume and verbal fluency in community-dwelling adults using magnetic resonance imaging: a cross-sectional observational study.Brain structure & function · 2026Observational
- MRI end-points for clinical trials in ataxias: recommendations from the Ataxia Global Initiative MRI Biomarkers Working Group.Nature reviews. Neurology · 2026Review
- Investigation of the effects of radiotherapy and chemotherapy on brain volume in cancer patients: brain tumor study.Journal of neuro-oncology · 2026Article
- Hippocampal microstructure as a measure of cognitive resilience to tau PET burden in older adults.The journal of prevention of Alzheimer's disease · 2026Observational
- Long-term brain volume trajectories and lifestyle associations in cognitively normal adults: the BRAIN-STRIDE study.Brain communications · 2026Article
- Cognitive profiles among dementia-free older adults and their associations with neuroimaging markers.Brain imaging and behavior · 2025Article
- Cerebellar White Matter Microstructure Is Associated With Age, Cerebrospinal Fluid Amyloid Beta Levels, and Cognition in Cognitively Unimpaired Older Adults.Human brain mapping · 2025Article
- Structural brain changes in subacute spinal cord injury: an analysis of diffusion kurtosis imaging and diffusion tensor imaging metrics with clinical correlation.Frontiers in neuroscience · 2025Article
- Sensitivity of Advanced Magnetic Resonance Imaging to Progression over Six Months in Early Spinocerebellar Ataxia.Movement disorders : official journal of the Movement Disorder Society · 2024Article
- Automatic Segmentation of Heschl Gyrus and Planum Temporale by MRICloud.Otology & neurotology open · 2024Article
- Brain multi-contrast, multi-atlas segmentation of diffusion tensor imaging and ensemble learning automatically diagnose late-life depression.Scientific reports · 2023Article
- The longitudinal progression of MRI changes in pre-ataxic carriers of SCA3/MJD.Journal of neurology · 2023Article
- Characterization of Brain Volume Changes in Aging Individuals With Normal Cognition Using Serial Magnetic Resonance Imaging.JAMA network open · 2023Article
- Abnormal brain diffusivity in participants with persistent neuropsychiatric symptoms after COVID-19.NeuroImmune pharmacology and therapeutics · 2023Article
- Mean kurtosis-Curve (MK-Curve) correction improves the test-retest reproducibility of diffusion kurtosis imaging at 3 T.NMR in biomedicine · 2023Article
- Whole-brain DTI parameters associated with tau protein and hippocampal volume in Alzheimer's disease.Brain and behavior · 2023Article
- Longitudinal imaging highlights preferential basal ganglia circuit atrophy in Huntington's disease.Brain communications · 2023Article
- Regression models for partially localized fMRI connectivity analyses.Frontiers in neuroimaging · 2023Article
- A Machine Learning-Based Approach to Discrimination of Tauopathies Using [Movement disorders : official journal of the Movement Disorder Society · 2022Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
introductionThe increasing use of large sample sizes for population and personalized medicine requires high-throughput tools for imaging processing that can handle large amounts of data with diverse image modalities, perform a biologically meaningful information reduction, and result in comprehensive quantification. Exploring the reproducibility of these tools reveals the specific strengths and weaknesses that heavily influence the interpretation of results, contributing to transparence in science.
methodsWe tested-retested the reproducibility of MRICloud, a free automated method for whole-brain, multimodal MRI segmentation and quantification, on two public, independent datasets of healthy adults.
resultsThe reproducibility was extremely high for T1-volumetric analysis, high for diffusion tensor images (DTI) (however, regionally variable), and low for resting-state fMRI.
conclusionIn general, the reproducibility of the different modalities was slightly superior to that of widely used software. This analysis serves as a normative reference for planning samples and for the interpretation of structure-based MRI studies.
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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.