Validation study on retinal vessel caliber measurement technique

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Abstract

Changes in retinal vessel caliber are associated with several diseases, such as diabetes and hypertension. The robust assessment of abnormality on vessels with different sizes is a challenging task. In this paper, we propose a robust and reliable method for the measurement of retinal vessel caliber. The method is validated on a dataset where the optic disc centered images are acquired using 6 different fundus cameras with a repetitive acquisitions. The results are compared with the semi-automatic software IVAN, where the relative errors are similar.
Original languageEnglish
Title of host publicationVipIMAGE 2017
Subtitle of host publicationProceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017
EditorsJ.M.R.S. Tavares, R.M. Natal Jorge
Place of PublicationCham
PublisherSpringer
Pages818-826
Number of pages9
ISBN (Electronic)978-3-319-68195-5
ISBN (Print)978-3-319-68194-8
DOIs
Publication statusPublished - 1 Jan 2018
Event6th ECCOMAS European Congress on Computational Methods in Applied Sciences and Engineering, October 18-20 2017, Porto, Portugal - Porto, Portugal
Duration: 18 Oct 201720 Oct 2017
https://paginas.fe.up.pt/~vipimage/

Publication series

NameLecture Notes in Computational Vision and Biomechanics
Volume27
ISSN (Print)2212-9391
ISSN (Electronic)2212-9413

Conference

Conference6th ECCOMAS European Congress on Computational Methods in Applied Sciences and Engineering, October 18-20 2017, Porto, Portugal
Abbreviated titleECCOMAS2017
CountryPortugal
CityPorto
Period18/10/1720/10/17
Internet address

Fingerprint

Medical problems
Optics
Cameras

Keywords

  • Active contour
  • Arteriolar-to-venular ratio
  • Diabetes
  • Fundus images
  • Vessel width

Cite this

Huang, F., Dashtbozorg, B., Zhang, J., Yeung, A., Berendschot, T. T. J. M., & ter Haar Romeny, B. M. (2018). Validation study on retinal vessel caliber measurement technique. In J. M. R. S. Tavares, & R. M. Natal Jorge (Eds.), VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017 (pp. 818-826). (Lecture Notes in Computational Vision and Biomechanics; Vol. 27). Cham: Springer. https://doi.org/10.1007/978-3-319-68195-5_89
Huang, F. ; Dashtbozorg, B. ; Zhang, J. ; Yeung, A. ; Berendschot, T.T.J.M. ; ter Haar Romeny, B.M. / Validation study on retinal vessel caliber measurement technique. VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017. editor / J.M.R.S. Tavares ; R.M. Natal Jorge. Cham : Springer, 2018. pp. 818-826 (Lecture Notes in Computational Vision and Biomechanics).
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abstract = "Changes in retinal vessel caliber are associated with several diseases, such as diabetes and hypertension. The robust assessment of abnormality on vessels with different sizes is a challenging task. In this paper, we propose a robust and reliable method for the measurement of retinal vessel caliber. The method is validated on a dataset where the optic disc centered images are acquired using 6 different fundus cameras with a repetitive acquisitions. The results are compared with the semi-automatic software IVAN, where the relative errors are similar.",
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Huang, F, Dashtbozorg, B, Zhang, J, Yeung, A, Berendschot, TTJM & ter Haar Romeny, BM 2018, Validation study on retinal vessel caliber measurement technique. in JMRS Tavares & RM Natal Jorge (eds), VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017. Lecture Notes in Computational Vision and Biomechanics, vol. 27, Springer, Cham, pp. 818-826, 6th ECCOMAS European Congress on Computational Methods in Applied Sciences and Engineering, October 18-20 2017, Porto, Portugal, Porto, Portugal, 18/10/17. https://doi.org/10.1007/978-3-319-68195-5_89

Validation study on retinal vessel caliber measurement technique. / Huang, F.; Dashtbozorg, B.; Zhang, J.; Yeung, A.; Berendschot, T.T.J.M.; ter Haar Romeny, B.M.

VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017. ed. / J.M.R.S. Tavares; R.M. Natal Jorge. Cham : Springer, 2018. p. 818-826 (Lecture Notes in Computational Vision and Biomechanics; Vol. 27).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Huang F, Dashtbozorg B, Zhang J, Yeung A, Berendschot TTJM, ter Haar Romeny BM. Validation study on retinal vessel caliber measurement technique. In Tavares JMRS, Natal Jorge RM, editors, VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017. Cham: Springer. 2018. p. 818-826. (Lecture Notes in Computational Vision and Biomechanics). https://doi.org/10.1007/978-3-319-68195-5_89