A novel approach to aortic intima-media thickness quantification from fetal ultrasound images

Giacomo Tarroni, Silvia Visentin, Erich Cosmi, Enrico Grisan

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

1 Citation (Scopus)

Abstract

Intrauterine fetal growth restriction (IUGR) is linked to increased cardiovascular mortality during adulthood. IUGR induces an increase in aortic intima-media thickness (aIMT) which can be detected from fetal ultrasound images, potentially improving IUGR assessment and thus cardiovascular risk management. Unfortunately this measurement currently relies on tedious and error-prone manual tracing. The aims of this study were to develop and test a novel near-automated technique for aIMT quantification from ultrasound images. The proposed technique uses a level-set method (with a functional relying on a distance-based term) to identify blood-intima and media-adventitia interfaces as a basis for aIMT estimation. This approach was tested on images acquired from 10 subjects, and automatically extracted aIMT values were compared to reference values manually obtained by two interpreters. Results indicate that the accuracy of the proposed technique is close to that of manual tracing, suggesting that it could be adopted as a basis for fast and reliable near-automated aIMT estimation.

Original languageEnglish
Title of host publication2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015
PublisherIEEE Computer Society
Pages858-861
Number of pages4
ISBN (Electronic)9781479923748
DOIs
Publication statusPublished - 21 Jul 2015
Externally publishedYes
Event12th IEEE International Symposium on Biomedical Imaging, ISBI 2015 - Brooklyn, United States
Duration: 16 Apr 201519 Apr 2015

Publication series

NameProceedings - International Symposium on Biomedical Imaging
Volume2015-July
ISSN (Print)1945-7928
ISSN (Electronic)1945-8452

Conference

Conference12th IEEE International Symposium on Biomedical Imaging, ISBI 2015
Country/TerritoryUnited States
CityBrooklyn
Period16/04/1519/04/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

Keywords

  • aortic segmentation
  • fetal ultrasound
  • intima-media thickness
  • intrauterine growth restriction

Cite this