ArticleFrontiers in neuroinformatics2014
The Insight ToolKit image registration framework.
Article in Frontiers in neuroinformatics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 372 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
372 citing papers in PubMed.
- The influence of insulin on anticipation and consummatory reward to food intake: A functional imaging study on healthy normal weight and overweight subjects employing intranasal insulin delivery.Human brain mapping · 2022Trial
- Association of Blood Pressure Lowering Intensity With White Matter Network Integrity in Patients With Cerebral Small Vessel Disease.Neurology · 2022Trial
- Interpretable Local-to-Global Estimation of Brain Aging Speed From Morphological Changes Using Longitudinal Structural MRI Data.Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention · 2027Article
- Calibration-Free Estimation of Cerebrovascular Reactivity From Resting-State BOLD fMRI Using Reconstructed Respiratory Fluctuations.Magnetic resonance in medicine · 2026Article
- Different functional connectivity gradients reflect aging and Alzheimer's disease.Nature neuroscience · 2026Article
- Pathogenic O-GlcNAc dyshomeostasis is associated with cortical malformations and hyperactivity.eLife · 2026Article
- Cerebral Blood Transit in Sickle Cell Anemia.Journal of magnetic resonance imaging : JMRI · 2026Article
- Prospective motion correction with data reacquisition based on fat navigators for T1-weighted brain MRI at 3T.Medical & biological engineering & computing · 2026Article
- CT-based lung ventilation metrics: reference ranges and pulmonary function test correlations in healthy individuals.European radiology · 2026Article
- Cerebellar and brainstem MRI alterations in primary brain calcification.Neuroradiology · 2026Article
- Acute rapamycin treatment reveals distinct mechanisms of dysfunction in a maternal inflammation mouse model.Nature communications · 2026Article
- Longitudinal CT Scanning for Explainable Early Detection of Postharvest Disorders: The 'Braeburn' Browning Case.Journal of imaging · 2026Article
- Individual differences in speech monitoring: Functional and structural correlates of delayed auditory feedback.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Hand-Specific Engagement of Cerebello-Thalamo-Cortical and Higher-Order Sensorimotor Networks in Essential Tremor: Converging Evidence From GLM and MVPA-Based fMRI Analysis.European journal of neurology · 2026Article
- Open diffusion magnetic resonance imaging and connectivity data for epilepsy and surgery: The IDEAS II release.Epilepsia · 2026Article
- A clinical neuroimaging platform for rapid, automated lesion detection and personalized post-stroke outcome prediction.NPJ digital medicine · 2026Article
- Deep Computational Anatomy via Latent-Aligned Multiview Normalizing Flows.bioRxiv : the preprint server for biology · 2026Article
- An anatomical and connectivity atlas of the tree shrew brain to bridge rodent and primate neuroanatomy.PLoS biology · 2026Article
- Whole-brain cellular-resolution functional network properties of seizure susceptibility.bioRxiv : the preprint server for biology · 2026Article
- Neural compensation through dorsal stream involvement in visual word recognition under perceptual degradation in a transparent language: evidence from fMRI.Behavioral and brain functions : BBF · 2026Article
312 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Publicly available scientific resources help establish evaluation standards, provide a platform for teaching and improve reproducibility. Version 4 of the Insight ToolKit (ITK(4)) seeks to establish new standards in publicly available image registration methodology. ITK(4) makes several advances in comparison to previous versions of ITK. ITK(4) supports both multivariate images and objective functions; it also unifies high-dimensional (deformation field) and low-dimensional (affine) transformations with metrics that are reusable across transform types and with composite transforms that allow arbitrary series of geometric mappings to be chained together seamlessly. Metrics and optimizers take advantage of multi-core resources, when available. Furthermore, ITK(4) reduces the parameter optimization burden via principled heuristics that automatically set scaling across disparate parameter types (rotations vs. translations). A related approach also constrains steps sizes for gradient-based optimizers. The result is that tuning for different metrics and/or image pairs is rarely necessary allowing the researcher to more easily focus on design/comparison of registration strategies. In total, the ITK(4) contribution is intended as a structure to support reproducible research practices, will provide a more extensive foundation against which to evaluate new work in image registration and also enable application level programmers a broad suite of tools on which to build. Finally, we contextualize this work with a reference registration evaluation study with application to pediatric brain labeling.
Indexed as
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.