TY - GEN
T1 - Time regarded method of 3D ultrasound reconstruction
AU - Juszczyk, Jan
AU - Galinska, Marta
AU - Pietka, Ewa
N1 - Publisher Copyright:
© 2019, Springer International Publishing AG, part of Springer Nature.
PY - 2019
Y1 - 2019
N2 - 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.
AB - 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.
KW - 3D visualization
KW - Ultrasound image segmentation
KW - Ultrasound volume reconstruction
UR - https://www.scopus.com/pages/publications/85048493705
U2 - 10.1007/978-3-319-91211-0_18
DO - 10.1007/978-3-319-91211-0_18
M3 - Conference contribution
AN - SCOPUS:85048493705
SN - 9783319912103
T3 - Advances in Intelligent Systems and Computing
SP - 205
EP - 216
BT - Information Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018
A2 - Pietka, Ewa
A2 - Badura, Pawel
A2 - Kawa, Jacek
A2 - Wieclawek, Wojciech
PB - Springer Verlag
T2 - 6th International Conference on Information Technology in Biomedicine, ITIB 2018
Y2 - 18 June 2018 through 20 June 2018
ER -