Modified geodesic ray-tracing for diffusion tensor imaging

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In this paper we develop a modified ray-tracing algorithm for geodesic tractography in the context of brain Diffusion Tensor Imaging (DTI). Our technique is based on computing multi-valued geodesics connecting two given points and tracking the evolution of adjacent geodesics. In order to do so we introduce a new Riemannian metric given by the adjugate sharpened diffusion tensor, combined with a constraint on the tracts outcome based on the geodesic deviation. We present tractography results, and compare our method with the existing ray-tracing approach and deterministic streamlining. Our preliminary results show an improved performance of modified ray-tracing regarding false positive fibers. We also show experiments on subcortical short association U-fibers, whose reconstruction is well-known to be hard in a DTI setting.
Originele taal-2Engels
TitelInternational Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 13-16 April 2016, Prague, Czech Republic
Plaats van productiePiscataway
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's489-493
Aantal pagina's5
ISBN van elektronische versie978-1-4799-2349-6
ISBN van geprinte versie978-1-4799-2350-2
DOI's
StatusGepubliceerd - 2016
Evenement13th IEEE International Symposium on Biomedical Imaging (ISBI 2016) - Clarion Congress Hotel, Prague, Tsjechië
Duur: 13 apr 201616 apr 2016
Congresnummer: 13
http://biomedicalimaging.org/2016/

Congres

Congres13th IEEE International Symposium on Biomedical Imaging (ISBI 2016)
Verkorte titelISBI 2016
LandTsjechië
StadPrague
Periode13/04/1616/04/16
Internet adres

Vingerafdruk

Diffusion tensor imaging
Ray tracing
Fibers
Tensors
Brain
Experiments

Citeer dit

Sepasian, N., ten Thije Boonkkamp, J. H. M., Astola, L. J., Breeuwer, M., & Fuster, A. (2016). Modified geodesic ray-tracing for diffusion tensor imaging. In International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 13-16 April 2016, Prague, Czech Republic (blz. 489-493). Piscataway: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ISBI.2016.7493314
Sepasian, N. ; ten Thije Boonkkamp, J.H.M. ; Astola, L.J. ; Breeuwer, M. ; Fuster, A. / Modified geodesic ray-tracing for diffusion tensor imaging. International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 13-16 April 2016, Prague, Czech Republic. Piscataway : Institute of Electrical and Electronics Engineers, 2016. blz. 489-493
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title = "Modified geodesic ray-tracing for diffusion tensor imaging",
abstract = "In this paper we develop a modified ray-tracing algorithm for geodesic tractography in the context of brain Diffusion Tensor Imaging (DTI). Our technique is based on computing multi-valued geodesics connecting two given points and tracking the evolution of adjacent geodesics. In order to do so we introduce a new Riemannian metric given by the adjugate sharpened diffusion tensor, combined with a constraint on the tracts outcome based on the geodesic deviation. We present tractography results, and compare our method with the existing ray-tracing approach and deterministic streamlining. Our preliminary results show an improved performance of modified ray-tracing regarding false positive fibers. We also show experiments on subcortical short association U-fibers, whose reconstruction is well-known to be hard in a DTI setting.",
author = "N. Sepasian and {ten Thije Boonkkamp}, J.H.M. and L.J. Astola and M. Breeuwer and A. Fuster",
year = "2016",
doi = "10.1109/ISBI.2016.7493314",
language = "English",
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booktitle = "International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 13-16 April 2016, Prague, Czech Republic",
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Sepasian, N, ten Thije Boonkkamp, JHM, Astola, LJ, Breeuwer, M & Fuster, A 2016, Modified geodesic ray-tracing for diffusion tensor imaging. in International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 13-16 April 2016, Prague, Czech Republic. Institute of Electrical and Electronics Engineers, Piscataway, blz. 489-493, 13th IEEE International Symposium on Biomedical Imaging (ISBI 2016), Prague, Tsjechië, 13/04/16. https://doi.org/10.1109/ISBI.2016.7493314

Modified geodesic ray-tracing for diffusion tensor imaging. / Sepasian, N.; ten Thije Boonkkamp, J.H.M.; Astola, L.J.; Breeuwer, M.; Fuster, A.

International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 13-16 April 2016, Prague, Czech Republic. Piscataway : Institute of Electrical and Electronics Engineers, 2016. blz. 489-493.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

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AU - Fuster, A.

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N2 - In this paper we develop a modified ray-tracing algorithm for geodesic tractography in the context of brain Diffusion Tensor Imaging (DTI). Our technique is based on computing multi-valued geodesics connecting two given points and tracking the evolution of adjacent geodesics. In order to do so we introduce a new Riemannian metric given by the adjugate sharpened diffusion tensor, combined with a constraint on the tracts outcome based on the geodesic deviation. We present tractography results, and compare our method with the existing ray-tracing approach and deterministic streamlining. Our preliminary results show an improved performance of modified ray-tracing regarding false positive fibers. We also show experiments on subcortical short association U-fibers, whose reconstruction is well-known to be hard in a DTI setting.

AB - In this paper we develop a modified ray-tracing algorithm for geodesic tractography in the context of brain Diffusion Tensor Imaging (DTI). Our technique is based on computing multi-valued geodesics connecting two given points and tracking the evolution of adjacent geodesics. In order to do so we introduce a new Riemannian metric given by the adjugate sharpened diffusion tensor, combined with a constraint on the tracts outcome based on the geodesic deviation. We present tractography results, and compare our method with the existing ray-tracing approach and deterministic streamlining. Our preliminary results show an improved performance of modified ray-tracing regarding false positive fibers. We also show experiments on subcortical short association U-fibers, whose reconstruction is well-known to be hard in a DTI setting.

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Sepasian N, ten Thije Boonkkamp JHM, Astola LJ, Breeuwer M, Fuster A. Modified geodesic ray-tracing for diffusion tensor imaging. In International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, 13-16 April 2016, Prague, Czech Republic. Piscataway: Institute of Electrical and Electronics Engineers. 2016. blz. 489-493 https://doi.org/10.1109/ISBI.2016.7493314