Scinovex
article Open AccessTop 1% cited

A reproducible evaluation of ANTs similarity metric performance in brain image registration

NeuroImage · 2010 · Vol. 54(3) · pp. 2033–2044
Brian AvantsNicholas J. TustisonGang SongPhilip A. CookArno KleinJames C. Gee
Medical Image Segmentation TechniquesAdvanced MRI Techniques and ApplicationsRadiomics and Machine Learning in Medical ImagingJaccard indexComputer scienceArtificial intelligenceAffine transformationSpatial normalizationMutual informationImage registrationSimilarity (geometry)Pattern recognition (psychology)Software

MeSH terms

AlgorithmsBrainDiagnostic ImagingHeadHumansImage Processing, Computer-AssistedModels, AnatomicModels, NeurologicalPopulationSoftwareReproducibility of ResultsLinear ModelsDatabases, Factual

Funding

  • National Institute of Biomedical Imaging and Bioengineering
Citations
4,961
FWCI
31.37
field-weighted impact
References
93
Percentile
100%
vs. same field & year
Citations per year
Cited by
VoxelMorph: A Learning Framework for Deformable Medical Image Registration
IEEE Transactions on Medical Imaging · 2019 · 1,923 citations
Deep learning in medical image registration: a review
Physics in Medicine and Biology · 2020 · 628 citations
fMRIPrep: a robust preprocessing pipeline for functional MRI
Nature Methods · 2018 · 4,013 citations
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
IEEE Transactions on Medical Imaging · 2014 · 6,268 citations
References
Alignment by Maximization of Mutual Information
International Journal of Computer Vision · 1997 · 2,580 citations
A survey of image registration techniques
ACM Computing Surveys · 1992 · 4,027 citations
Groups of Diffeomorphisms and the Motion of an Incompressible Fluid
Annals of Mathematics · 1970 · 1,221 citations
HAMMER: hierarchical attribute matching mechanism for elastic registration
IEEE Transactions on Medical Imaging · 2002 · 1,076 citations
Multimodality image registration by maximization of mutual information
IEEE Transactions on Medical Imaging · 1997 · 4,493 citations
Deformable templates using large deformation kinematics
IEEE Transactions on Image Processing · 1996 · 1,130 citations
Citation Network

How this paper connects to the literature. Drag to explore, click any node to open that paper.