Inferior vena cava segmentation with parameter propagation and graph cut

Inferior vena cava segmentation with parameter propagation and graph cut Int J CARS (2017) 12:1481–1499 DOI 10.1007/s11548-017-1582-9 ORIGINAL ARTICLE Inferior vena cava segmentation with parameter propagation and graph cut 1 2 1 1 Zixu Yan · Feng Chen · Fa Wu · Dexing Kong Received: 13 November 2016 / Accepted: 29 March 2017 / Published online: 18 April 2017 © CARS 2017 Abstract metric distance (MSD), and the Hausdorff distance (MaxD). Purpose The inferior vena cava (IVC) is one of the vital The proposed method has achieved a Dice of 89.56 ±3.71%, veins inside the human body. Accurate segmentation of the an MSD of 0.80±0.33 mm, and a MaxD of 11.48±3.04 mm, IVC from contrast-enhanced CT images is of great impor- respectively, in our experiments. tance. This extraction not only helps the physician understand Conclusion The proposed approach can achieve a sound its quantitative features such as blood flow and volume, but performance with a relatively low computational cost and a also it is helpful during the hepatic preoperative planning. minimal user interaction. The proposed algorithm has high However, manual delineation of the IVC is time-consuming potential to be applied for the clinical applications in the and poorly reproducible. future. Methods In this paper, we propose a novel method http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png International Journal of Computer Assisted Radiology and Surgery Springer Journals

Inferior vena cava segmentation with parameter propagation and graph cut

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Publisher
Springer International Publishing
Copyright
Copyright © 2017 by CARS
Subject
Medicine & Public Health; Imaging / Radiology; Surgery; Health Informatics; Computer Imaging, Vision, Pattern Recognition and Graphics; Computer Science, general
ISSN
1861-6410
eISSN
1861-6429
D.O.I.
10.1007/s11548-017-1582-9
Publisher site
See Article on Publisher Site

Abstract

Int J CARS (2017) 12:1481–1499 DOI 10.1007/s11548-017-1582-9 ORIGINAL ARTICLE Inferior vena cava segmentation with parameter propagation and graph cut 1 2 1 1 Zixu Yan · Feng Chen · Fa Wu · Dexing Kong Received: 13 November 2016 / Accepted: 29 March 2017 / Published online: 18 April 2017 © CARS 2017 Abstract metric distance (MSD), and the Hausdorff distance (MaxD). Purpose The inferior vena cava (IVC) is one of the vital The proposed method has achieved a Dice of 89.56 ±3.71%, veins inside the human body. Accurate segmentation of the an MSD of 0.80±0.33 mm, and a MaxD of 11.48±3.04 mm, IVC from contrast-enhanced CT images is of great impor- respectively, in our experiments. tance. This extraction not only helps the physician understand Conclusion The proposed approach can achieve a sound its quantitative features such as blood flow and volume, but performance with a relatively low computational cost and a also it is helpful during the hepatic preoperative planning. minimal user interaction. The proposed algorithm has high However, manual delineation of the IVC is time-consuming potential to be applied for the clinical applications in the and poorly reproducible. future. Methods In this paper, we propose a novel method

Journal

International Journal of Computer Assisted Radiology and SurgerySpringer Journals

Published: Apr 18, 2017

References

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