Improved centerline tracking for new descriptors of atherosclerotic aortas

Hugo Gangloff; Emmanuel Monfrini; Mohamed Zied Ghariani; Mickaël Ohana; Christophe Collet; Nabil Chakfé

doi:10.1109/IPTA50016.2020.9286688

Improved centerline tracking for new descriptors of atherosclerotic aortas

Hugo Gangloff, Emmanuel Monfrini, Mohamed Zied Ghariani, Mickaël Ohana, Christophe Collet, Nabil Chakfé

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

To develop more patient specific treatments we need to collect and understand a growing set of data about the patient. In the context of the atherosclerotic aortic bifurcation, following recent developments in clinical research, we propose new objective mathematical descriptors of the patient vascular morphology. These descriptors can be automatically extracted thanks to a robust centerline extraction algorithm also presented in this article and that is dedicated to the processing of noisy meshes. We show that these descriptors can provide new vizualization tools built from segmented CT scans.

Original language	English (US)
Title of host publication	2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728187501
DOIs	https://doi.org/10.1109/IPTA50016.2020.9286688
State	Published - Nov 9 2020
Event	10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020 - Virtual, Paris, France Duration: Nov 9 2020 → Nov 12 2020

Publication series

Name	2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020

Conference

Conference	10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020
Country/Territory	France
City	Virtual, Paris
Period	11/9/20 → 11/12/20

Keywords

centerline extraction
data visualization
image processing and analysis
patient specific medecine

ASJC Scopus subject areas

Computer Vision and Pattern Recognition
Computer Science Applications

Access to Document

10.1109/IPTA50016.2020.9286688

Cite this

Gangloff, H., Monfrini, E., Ghariani, M. Z., Ohana, M., Collet, C., & Chakfé, N. (2020). Improved centerline tracking for new descriptors of atherosclerotic aortas. In 2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020 [9286688] (2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IPTA50016.2020.9286688

Improved centerline tracking for new descriptors of atherosclerotic aortas. / Gangloff, Hugo; Monfrini, Emmanuel; Ghariani, Mohamed Zied et al.

2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020. Institute of Electrical and Electronics Engineers Inc., 2020. 9286688 (2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Gangloff, H, Monfrini, E, Ghariani, MZ, Ohana, M, Collet, C & Chakfé, N 2020, Improved centerline tracking for new descriptors of atherosclerotic aortas. in 2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020., 9286688, 2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020, Institute of Electrical and Electronics Engineers Inc., 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020, Virtual, Paris, France, 11/9/20. https://doi.org/10.1109/IPTA50016.2020.9286688

Gangloff H, Monfrini E, Ghariani MZ, Ohana M, Collet C, Chakfé N. Improved centerline tracking for new descriptors of atherosclerotic aortas. In 2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020. Institute of Electrical and Electronics Engineers Inc. 2020. 9286688. (2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020). https://doi.org/10.1109/IPTA50016.2020.9286688

Gangloff, Hugo ; Monfrini, Emmanuel ; Ghariani, Mohamed Zied et al. / Improved centerline tracking for new descriptors of atherosclerotic aortas. 2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020. Institute of Electrical and Electronics Engineers Inc., 2020. (2020 10th International Conference on Image Processing Theory, Tools and Applications, IPTA 2020).

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abstract = "To develop more patient specific treatments we need to collect and understand a growing set of data about the patient. In the context of the atherosclerotic aortic bifurcation, following recent developments in clinical research, we propose new objective mathematical descriptors of the patient vascular morphology. These descriptors can be automatically extracted thanks to a robust centerline extraction algorithm also presented in this article and that is dedicated to the processing of noisy meshes. We show that these descriptors can provide new vizualization tools built from segmented CT scans.",

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Improved centerline tracking for new descriptors of atherosclerotic aortas

Abstract

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Keywords

ASJC Scopus subject areas

Access to Document

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