Survey on brain tumor segmentation methods

Hongzhe Yang; Lihui Zhao; Songyuan Tang; Yongtian Wang

doi:10.1109/ICMIPE.2013.6864521

Survey on brain tumor segmentation methods

Hongzhe Yang^*
, Lihui Zhao
, Songyuan Tang
, Yongtian Wang

^*Corresponding author for this work

School of Optics and Photonics

Beijing Institute of Technology
Liaoning University of Technology

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

11 Citations (Scopus)

Abstract

The segmentation of brain tumor using Magnetic Resonance Image (MRI) plays an important role in the medical image process. This paper presents a comprehensive survey on brain tumor methods and technology using MRI images. Generally, brain tumor segmentation methods can divided into two main categories, spatial continuous and spatial discrete methods. Several methods, techniques, related advantage and weakness will be described and discussed. The evaluation measures are mentioned and the qualities of different method focus on the methods that were applied on the standard data sets. The efficient and stably brain tumor segmentation is still a challenging task for the unpredictable appearance and shape of the brain tumor.

Original language	English
Title of host publication	ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering
Publisher	IEEE Computer Society
Pages	140-145
Number of pages	6
ISBN (Print)	9781467360128
DOIs	https://doi.org/10.1109/ICMIPE.2013.6864521
Publication status	Published - 2013
Event	2013 IEEE International Conference on Medical Imaging Physics and Engineering, ICMIPE 2013 - Shenyang, China Duration: 19 Oct 2013 → 20 Oct 2013

Publication series

Name	ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering

Conference

Conference	2013 IEEE International Conference on Medical Imaging Physics and Engineering, ICMIPE 2013
Country/Territory	China
City	Shenyang
Period	19/10/13 → 20/10/13

Keywords

Magnetic Resonance Image
brain tumor segmentation
segmentation
survey

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10.1109/ICMIPE.2013.6864521

Cite this

Yang, H., Zhao, L., Tang, S., & Wang, Y. (2013). Survey on brain tumor segmentation methods. In ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering (pp. 140-145). Article 6864521 (ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering). IEEE Computer Society. https://doi.org/10.1109/ICMIPE.2013.6864521

@inproceedings{1ef49b01672b4e56aef4007efd42ac61,

title = "Survey on brain tumor segmentation methods",

abstract = "The segmentation of brain tumor using Magnetic Resonance Image (MRI) plays an important role in the medical image process. This paper presents a comprehensive survey on brain tumor methods and technology using MRI images. Generally, brain tumor segmentation methods can divided into two main categories, spatial continuous and spatial discrete methods. Several methods, techniques, related advantage and weakness will be described and discussed. The evaluation measures are mentioned and the qualities of different method focus on the methods that were applied on the standard data sets. The efficient and stably brain tumor segmentation is still a challenging task for the unpredictable appearance and shape of the brain tumor.",

keywords = "Magnetic Resonance Image, brain tumor segmentation, segmentation, survey",

author = "Hongzhe Yang and Lihui Zhao and Songyuan Tang and Yongtian Wang",

year = "2013",

doi = "10.1109/ICMIPE.2013.6864521",

language = "English",

isbn = "9781467360128",

series = "ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering",

publisher = "IEEE Computer Society",

pages = "140--145",

booktitle = "ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering",

address = "United States",

note = "2013 IEEE International Conference on Medical Imaging Physics and Engineering, ICMIPE 2013 ; Conference date: 19-10-2013 Through 20-10-2013",

}

Yang, H, Zhao, L, Tang, S & Wang, Y 2013, Survey on brain tumor segmentation methods. in ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering., 6864521, ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering, IEEE Computer Society, pp. 140-145, 2013 IEEE International Conference on Medical Imaging Physics and Engineering, ICMIPE 2013, Shenyang, China, 19/10/13. https://doi.org/10.1109/ICMIPE.2013.6864521

Survey on brain tumor segmentation methods. / Yang, Hongzhe; Zhao, Lihui; Tang, Songyuan et al.
ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering. IEEE Computer Society, 2013. p. 140-145 6864521 (ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering).

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

TY - GEN

T1 - Survey on brain tumor segmentation methods

AU - Yang, Hongzhe

AU - Zhao, Lihui

AU - Tang, Songyuan

AU - Wang, Yongtian

PY - 2013

Y1 - 2013

N2 - The segmentation of brain tumor using Magnetic Resonance Image (MRI) plays an important role in the medical image process. This paper presents a comprehensive survey on brain tumor methods and technology using MRI images. Generally, brain tumor segmentation methods can divided into two main categories, spatial continuous and spatial discrete methods. Several methods, techniques, related advantage and weakness will be described and discussed. The evaluation measures are mentioned and the qualities of different method focus on the methods that were applied on the standard data sets. The efficient and stably brain tumor segmentation is still a challenging task for the unpredictable appearance and shape of the brain tumor.

AB - The segmentation of brain tumor using Magnetic Resonance Image (MRI) plays an important role in the medical image process. This paper presents a comprehensive survey on brain tumor methods and technology using MRI images. Generally, brain tumor segmentation methods can divided into two main categories, spatial continuous and spatial discrete methods. Several methods, techniques, related advantage and weakness will be described and discussed. The evaluation measures are mentioned and the qualities of different method focus on the methods that were applied on the standard data sets. The efficient and stably brain tumor segmentation is still a challenging task for the unpredictable appearance and shape of the brain tumor.

KW - Magnetic Resonance Image

KW - brain tumor segmentation

KW - segmentation

KW - survey

UR - https://www.scopus.com/pages/publications/84906914625

U2 - 10.1109/ICMIPE.2013.6864521

DO - 10.1109/ICMIPE.2013.6864521

M3 - Conference contribution

AN - SCOPUS:84906914625

SN - 9781467360128

T3 - ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering

SP - 140

EP - 145

BT - ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering

PB - IEEE Computer Society

T2 - 2013 IEEE International Conference on Medical Imaging Physics and Engineering, ICMIPE 2013

Y2 - 19 October 2013 through 20 October 2013

ER -

Yang H, Zhao L, Tang S, Wang Y. Survey on brain tumor segmentation methods. In ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering. IEEE Computer Society. 2013. p. 140-145. 6864521. (ICMIPE 2013 - Proceedings of 2013 IEEE International Conference on Medical Imaging Physics and Engineering). doi: 10.1109/ICMIPE.2013.6864521

Survey on brain tumor segmentation methods

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