elastixLogo.gif Model Zoo

A Model Zoo for parameter files used for image registration with Elastix, SimpleElastix or ITKElastix in various domains. Parameter files can be uploaded via the GitHub repository.

Par0002

interpatient; several transformation models; localised mutual information

Brain 3D PET MRI
Par0039

intra-subject; affine or B-spline transformation; groupwise registration; PCA metrics

Brain Carotid Abdomen 2D 3D 4D MRI
Par0035

intra-subject, inter-subject; mono-modal and multi-modal; rigid, affine and B-spline transformations; mean square difference, normalized correlation, mutual information

Brain Abdomen Chest/Lung 3D 4D CT Ultrasound MRI
Par0010

interpatient; affine + B-spline transformation; mutual information

Brain 3D MRI
Par0009

interpatient; B-spline transformation; mutual information

Brain 3D MRI
Par0044

intra-subject; multi-image; affine (Mutual Information) + multi-image B-spline transformation (Mutual Information and mean square difference);

Brain Cardiac CT
Par0026

intra-subject, longitudinal data; rigid + affine + B-spline transformation

Brain 3D MRI
Par0033

inter-subject; rigid + affine + B-spline transformation; mutual information metric with a transform bending energy penalty

Brain 3D MRI
Par0025

intra-subject, longitudinal data; rigid + affine + B-spline transformation, advanced normalized correlation metric with a transform bending energy penalty

Brain 3D MRI
Par0020

intra-subject, longitudinal data; rigid + affine + B-spline transformation, advanced normalized correlation metric with a transform bending energy penalty

Brain 3D MRI
Par0034

inter-subject; rigid + affine + B-spline transformation; advanced normalized correlation + mutual information metric with a transform bending energy penalty

Brain MRI
Par0021

Registration optimisation for subject-FA images to FA template, multiple data sources

Brain MRI
Par0064

interpatient; affine transform; mutual information

Brain 3D MRI
Par0063

"inter/intra-patient; affine transformation; mutual information"

Brain 2D X-Ray
Par0038

intra-subject, longitudinal data; rigid + affine + B-spline transformation, advanced normalized correlation metric with a transform bending energy penalty

Brain 3D MRI
Name Image Properties Description Paper
Par0002 Brain 3D PET MRI interpatient; several transformation models; localised mutual information S. Klein, M. Staring, K. Murphy, M.A. Viergever, J.P.W. Pluim, "`elastix`: a toolbox for intensity based medical image registration," IEEE Transactions on Medical Imaging, vol. 29, no. 1, pp. 196-205, 2010.
Par0039 Brain Carotid Abdomen 2D 3D 4D MRI intra-subject; affine or B-spline transformation; groupwise registration; PCA metrics /j.media.2015.12.004 PCA-based groupwise image registration for quantitative MRI, W. Huizinga, D.H.J. Poot, J.-M. Guyader, R. Klaassen, B.F. Coolen, M. van Kranenburg, R.J.M. van Geunse, A. Uitterdijk, M. Polfliet, J. Vandemeulebroucke, A. Leemans, W.J. Niessena, S. Klein, Medical Image Analysis, in press]
Par0035 Brain Abdomen Chest/Lung 3D 4D CT Ultrasound MRI intra-subject, inter-subject; mono-modal and multi-modal; rigid, affine and B-spline transformations; mean square difference, normalized correlation, mutual information Y. Qiao, B. van Lew, B.P.F. Lelieveldt and M. Staring, "Fast Automatic Step Size Estimation for Gradient Descent Optimization of Image Registration," IEEE Transactions on Medical Imaging, in press.
Par0010 Brain 3D MRI interpatient; affine + B-spline transformation; mutual information S. Klein, M. Loog, F. van der Lijn, T. den Heijer, A. Hammers, M. de Bruijne, A. van der Lugt, R.P.W. Duin, M.M.B. Breteler and W.J. Niessen, Early diagnosis of dementia based on intersubject whole-brain dissimilarities, Proceedings of IEEE International Symposium on Biomedical Imaging: from Nano to Macro, 2010.
Par0009 Brain 3D MRI interpatient; B-spline transformation; mutual information Artaechevarria X, Munoz-Barrutia A, Ortiz-de-Solorzano C., "Combination strategies in multi-atlas image segmentation: application to brain MR data," IEEE Trans Med Imaging. 2009 Aug;28(8):1266-77.
Par0044 Brain Cardiac CT intra-subject; multi-image; affine (Mutual Information) + multi-image B-spline transformation (Mutual Information and mean square difference); None
Par0026 Brain 3D MRI intra-subject, longitudinal data; rigid + affine + B-spline transformation L. Hammelrath, A. Khmelinskii, C. Po, E. Pracht, H. Endepols, H. Backes, C. Schäfer, M. Staring, B.P.F. Lelieveldt and M. Hoehn, "," _in preparation_, 2016
Par0033 Brain 3D MRI inter-subject; rigid + affine + B-spline transformation; mutual information metric with a transform bending energy penalty D.I. Bink, K. Ritz, C. Mackaaij, A. Khmelinskii, O.J. de Boer, L.M. Gierman, J.C. Sluimer, L. van der Weerd, M.J.A.P. Daemen, "Neuropathology in mouse models for atherosclerosis," _Submitted_ 2016]
Par0025 Brain 3D MRI intra-subject, longitudinal data; rigid + affine + B-spline transformation, advanced normalized correlation metric with a transform bending energy penalty L. Hammelrath, S. Škokić, A. Khmelinski, A. Hess, N. van der Knaap, M. Staring, B.P.F. Lelieveldt, D. Wiedermann, M. Hoehn, "Morphological maturation of the mouse brain: an _in vivo_ MRI and histology investigation," NeuroImage, 2015](http://www.sciencedirect.com/science/article/pii/S1053811915009039)
Par0020 Brain 3D MRI intra-subject, longitudinal data; rigid + affine + B-spline transformation, advanced normalized correlation metric with a transform bending energy penalty A. Khmelinskii, L. Mengler, P. Kitslaar, M. Staring, M. Hoehn and B.P.F. Lelieveldt, "A visualization platform for high-throughput, follow-up, co-registered multi-contrast MRI rat brain data," SPIE Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging, Proceedings of SPIE, vol. 8672, pp. 86721W–86721W-7, February 2013](http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=1674633)
Par0034 Brain MRI inter-subject; rigid + affine + B-spline transformation; advanced normalized correlation + mutual information metric with a transform bending energy penalty D.I. Bink _et al.,_ "," _in preparation_ 2016]
Par0021 Brain MRI Registration optimisation for subject-FA images to FA template, multiple data sources M. de Groot, M.W. Vernooij, M.A. Ikram, F Vos, S.M. Smith, W.J. Niessen and J. Andersson, Improving alignment in Tract-based spatial statistics: Evaluation and optimization of image registration., NeuroImage 76, 400-411
Par0064 Brain 3D MRI interpatient; affine transform; mutual information Paper to be published, reference will be added at a later time.
Par0063 Brain 2D X-Ray "inter/intra-patient; affine transformation; mutual information" Su et al. (2020) autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients (submitted)
Par0038 Brain 3D MRI intra-subject, longitudinal data; rigid + affine + B-spline transformation, advanced normalized correlation metric with a transform bending energy penalty I.A. Mulder*, A. Khmelinskii*, O. Dzyubachyk*, N. Rieff, S. de Jong, M.J.H. Wermer, M. Hoehn, B.P.F. Lelieveldt, A.M.J.M. van den Maagdenberg, "Automated ischemic lesion segmentation in MRI mouse brain data after transient middle cerebral artery occlusion," Front. Neuroinform, Vol. 11, Issue 3, January 2017](https://www.frontiersin.org/articles/10.3389/fninf.2017.00003/full)

© 2020 Viktor van der Valk