ArticleNeuroImage2020
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization.
Article in NeuroImage, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers, 2 of them syntheses that pooled it.
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
60 citing papers in PubMed, 2 syntheses or guidelines pooled it, 87 citations in OpenAlex.
- Smaller total and subregional cerebellar volumes in posttraumatic stress disorder: a mega-analysis by the ENIGMA-PGC PTSD workgroup.Molecular psychiatry · 2024Pooled it
- Multimodal Analysis of Secondary Cerebellar Alterations After Pediatric Traumatic Brain Injury.JAMA network open · 2023Pooled it
- Regional Cerebellar Volumetrics in Obsessive-Compulsive Disorder: An ENIGMA-OCD Study.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026Article
- Lobular and Voxel-Wise Genetic Influences on Cerebellar Gray Matter Volume and Associations With Social and Trait Anxiety in Twins.Human brain mapping · 2026Article
- A Severity-Agnostic Atrophy Pattern in Spinocerebellar Ataxia Type 3: Volumetrics from ENIGMA-Ataxia.Movement disorders : official journal of the Movement Disorder Society · 2026Article
- Advancing Cerebro-cerebellar Network Imaging with Ultra-high Field (7T) MRI: Progress and Future Challenges.Cerebellum (London, England) · 2026Review
- Convergent and Divergent Cerebellar Alterations in 22q11.2 Copy Number Variants.Biological psychiatry global open science · 2026Article
- Cerebellar aging is spatially heterogeneous and supports cognitive resilience in later life.Nature neuroscience · 2026Article
- Quantifying cerebellar signal detectability in MEG and EEG in epilepsy using anatomically informed source modeling.NeuroImage · 2026Article
- Cerebellar growth is associated with domain-specific cerebral maturation and socio-linguistic behavior.Nature communications · 2026Article
- A Digital Anatomical Atlas of the Human Cerebellum at Subfolial Resolution.Human brain mapping · 2026Article
- Quantifying Cerebellar Signal Detectability in MEG and EEG in Epilepsy Using Anatomically Informed Source Modeling.bioRxiv : the preprint server for biology · 2026Article
- Cerebellar structure is abnormal in schizophrenia and deviates from bipolar disorder.NeuroImage. Clinical · 2026Article
- The Influence of Sex and Sex-Steroid Hormones on Cerebellar Structure and Functional Connectivity Across Adulthood.Human brain mapping · 2025Article
- Deep Learning-Based Assessment of Brainstem Volume Changes in Spinocerebellar Ataxia Type 2 (SCA2): A Study on Patients and Preclinical Subjects.Sensors (Basel, Switzerland) · 2025Article
- Towards an Informed Choice of Diffusion MRI Image Contrasts for Cerebellar Segmentation.Human brain mapping · 2025Article
- A road map to manual segmentation of cerebral structures.Journal of anatomy · 2025Review
- The Pattern and Stages of Atrophy in Spinocerebellar Ataxia Type 2: Volumetrics from ENIGMA-Ataxia.Movement disorders : official journal of the Movement Disorder Society · 2025Article
- Individualized cerebellar damage predicts the presence of behavioral disorders in children with brainstem tumors.Communications medicine · 2025Article
- Cerebellar Volume Measures Differentiate Multiple Sclerosis Fallers from Non-Fallers.Brain sciences · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
The cerebellum plays a central role in sensory input, voluntary motor action, and many neuropsychological functions and is involved in many brain diseases and neurological disorders. Cerebellar parcellation from magnetic resonance images provides a way to study regional cerebellar atrophy and also provides an anatomical map for functional imaging. In a recent comparison, a multi-atlas approach proved to be superior to other parcellation methods including some based on convolutional neural networks (CNNs) which have a considerable speed advantage. In this work, we developed an alternative CNN design for cerebellar parcellation, yielding a method that achieves the leading performance to date. The proposed method was evaluated on multiple data sets to show its broad applicability, and a Singularity container has been made publicly available.
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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.