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Time regarded method of 3D ultrasound reconstruction

  • Silesian University of Technology

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

Abstract

Ultrasound (US) examination is the most commonly used method for visualizing internal organs, and is usually used as a 2D visualisation method. Despite the fact that many ultrasound machines have ‘3D free hand’ protocols or they are equipped with a volumetric US probe, 3D volumetric reconstruction is popular mainly in obstetrics. 3D reconstruction and visualization of abdominal organs is difficult for two reasons. First – abdominal organs are large and the entire organ cannot be shown at once, and second – organs are moving. In this paper, a new approach to freehand 3D ultrasound reconstruction and visualisation is presented. The main idea of this approach is to not use all recorded data in the same time, but dynamically change the reconstruction model. Besides, typical order of the algorithm steps was changed. In the first step the segmentation is performed and in the second step the volume reconstruction is done. Usefulness of this approach was tested on Z-shaped phantom images. The median of error (RMSE) for obtained models is less than 0.41 mm with respect to the reference models. For the same data set the median RMSE for the standard reconstruction method (excluded the impact of registration time) is about 0.71 mm.

Original languageEnglish
Title of host publicationInformation Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018
EditorsEwa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek
PublisherSpringer Verlag
Pages205-216
Number of pages12
ISBN (Print)9783319912103
DOIs
Publication statusPublished - 2019
Event6th International Conference on Information Technology in Biomedicine, ITIB 2018 - Kamien Slaski, Poland
Duration: 18 Jun 201820 Jun 2018

Publication series

NameAdvances in Intelligent Systems and Computing
Volume762
ISSN (Print)2194-5357

Conference

Conference6th International Conference on Information Technology in Biomedicine, ITIB 2018
Country/TerritoryPoland
CityKamien Slaski
Period18/06/1820/06/18

Keywords

  • 3D visualization
  • Ultrasound image segmentation
  • Ultrasound volume reconstruction

ASJC Scopus subject areas

  • Control and Systems Engineering
  • General Computer Science

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