全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

基于电阻抗扫描成像的乳腺癌自动诊断及参数提取

DOI: 10.3724/SP.J.1004.2012.00850, PP. 850-857

Keywords: 乳腺癌自动诊断,电阻抗扫描成像,成像建模,全参数提取算法,约束优化

Full-Text   Cite this paper   Add to My Lib

Abstract:

?电阻抗扫描成像作为一种无损功能成像方法,在乳腺癌诊断方面已经成为X射线乳腺成像的辅助诊断工具.基于电阻抗扫描成像(Electricalimpedancescanning,EIS)的人工诊断方法主观性强、诊断性能差异性较大.本文提出了一种新的乳腺癌参数提取算法—全参数提取算法(Completeparametersextractionalgorithm,CPEA),并在此基础上设计了一个乳腺癌诊断算子—异常能量指数(Abnormalenergyindicator,AEI),可将乳腺癌诊断及癌灶参数提取合二为一.临床实验表明,新方法可用于乳腺癌的实时诊断,具有较高的灵敏度和特异度,同时能够给出癌灶的完整参数信息.

References

[1]  Jemal A, Siegel R, Ward E, Hao Y, Xu J, Thun M J. Cancer statistics 2009. A Cancer Journal for Clinicians, 2009, 59(4): 225-249
[2]  Xu Guang-Wei, Hu Yong-Sheng, Kan Xiu. The preliminary report of breast cancer screening for 100000 women in China. China Cancer, 2010, 19(9): 565-568 (徐光炜, 胡永昇, 阚秀. 中国10万妇女乳腺癌筛查初探. 中国肿瘤, 2010, 19(9): 565-568)
[3]  Ren Chao-Shi, Li Zhang-Yong, Wang Yan, Sha Hong, Zhao Shu. Some progresses in application foundation and clinical application research of electrical impedance tomography. Chinese Journal of Biomedical Engineering, 2010, 29(2): 300-304 (任超世, 李章勇, 王妍, 沙洪, 赵舒. 电阻抗断层成像应用基础与临床应用的一些研究进展. 中国生物医学工程学报, 2010, 29(2): 300-304)
[4]  Glickman Y A, Filo O, Nachaliel U, Lenington S, Amin-Spector S, Ginor R. Novel EIS postprocessing algorithm for breast cancer diagnosis. IEEE Transactions on Medical Imaging, 2002, 21(6): 710-712
[5]  Stojadinovic A, Nissan A, Gallimidi Z, Lenington S, Logan W, Zuley M, Yeshaya A, Shimonov M, Melloul M, Fields S, Allweis T, Ginor R, Gur D, Shriver C D. Electrical impedance scanning for the early detection of breast cancer in young women: preliminary results of a multicenter prospective clinical trial. Journal of Clinical Oncology, 2005, 23(12): 2703-2715
[6]  Assenheimer M, Orah L M, Malonek D, Manor D, Nahaliel U, Nitzan R, Saad A. The T-SCANm TM technology: electrical impedance as a diagnostic tool for breast cancer detection. Physiological Measurement, 2001, 22(1): 1-8
[7]  Scholz B. Towards virtual electrical breast biopsy: space-frequency MUSIC for trans-admittance data. IEEE Transactions on Medical Imaging, 2002, 21(6): 588-595
[8]  Wang Kan, Dong Xiu-Zhen, Fu Feng, Liao Qi-Mei, Liu Rui-Gang. A study on impedance spectroscopy measurement characteristic of breast tissues based on electrical impedance scanning. Acta Biophysica Sinica, 2008, 24(6): 474-480 (王侃, 董秀珍, 付峰, 廖琪梅, 刘锐岗. 基于电阻抗扫描的乳腺组织阻抗频谱特性测量实验. 生物物理学报, 2008, 24(6): 474-480)
[9]  Seo J K, Kwon O, Ammari H, Woo E J. A mathematical model for breast cancer lesion estimation: electrical impedance technique using TS2000 commercial system. IEEE Transactions on Biomedical Engineering, 2004, 51(11): 1898-1906
[10]  Zou Ling. Signal Analysis of Electrical Impedance Scanning for the Detection of Breast Cancer [Master dissertation], Southeast University, China, 2008 (邹玲. 用于乳腺癌检测的电阻抗扫描信号分析[硕士学位论文], 东南大学, 中国, 2008)
[11]  Summary of safety and effectiveness data, FDA Report P970033, TransScan Medical Inc., USA. 1999
[12]  Martín G, Martín R, Brieva M J, Santamaría L. Electrical impedance scanning in breast cancer imaging: correlation with mammographic and histologic diagnosis. European Radiology, 2002, 12(6): 1471-1478
[13]  Raju G G. Dielectrics in electric fields. New York: CRC Press, 2003. 7-12
[14]  Kao T J, Isaacson D, Newell J C, Saulnier G J. A 3D reconstruction algorithm for EIT using a handheld probe for breast cancer detection. Physiological Measurement, 2006, 27(5): 1-11
[15]  Malich A, B?hm T, Facius M, Kleinteich I, Fleck M, Sauner D, Andersonc R, Kaisera W A. Electrical impedance scanning as a new imaging modality in breast cancer detection — a short review of clinical value on breast application, limitations and perspectives. Nuclear Instruments Methods in Physics Research Section A — Accelerators, Spectrometers, Detectors and Associated Equipment, 2003, 497(1): 75-81
[16]  Zhang Yong, Gong Dun-Wei, Zhang Wan-Qiu. A simplex method based improved particle swarm optimization and analysis on its global convergence. Acta Automatica Sinica, 2009, 35(3): 289-298 (张勇, 巩敦卫, 张婉秋. 一种基于单纯形法的改进微粒群优化算法及其收敛性分析. 自动化学报, 2009, 35(3): 289-298)
[17]  Yin Feng, Wang Yao-Nan, Wei Shu-Ning. Inverse kinematic solution for robot manipulator based on electromagnetism-like and modified DFP algorithms. Acta Automatica Sinica, 2011, 37(1): 74-82
[18]  de Munck J C, Faes T J C, Heethaar R M. The boundary element method in the forward and inverse problem of electrical impedance tomography. IEEE Transactions on Biomedical Engineering, 2000, 47(6): 792-800
[19]  Zou Yu-Lan, Wang Guo-You, Zhang Lei. Fast small off shore target detection based on object region characteristic. Acta Automatica Sinica, 2005, 31(3): 427-433
[20]  Fuchsjaeger M, Szabo B, Malich A, Diebold T, Bone B, Helbich T. Differentiation of malignant and benign breast lesions: electrical impedance scanning vs mammography and sonography. In: 87th Annual Meeting of Radiological Society of North America. Chicago, USA: RSNA, 2001
[21]  Fuchsjaeger M, Diebold T, Szabo B, Malich A, Kaiser W, Bone B, Vogel T J, Helbich T. Adjunctive use of electrical impedance scanning (EIS) new software algorithm to differentiate breast lesions in comparison to histopathology: European multicentre study. In: Proceedings of the 14th Annual Meeting of the European Congress of Radiology. Vienna, Austria: ECR, 2002
[22]  Gatsonis C, Paliwal P. Meta-analysis of diagnostic and screening test accuracy evaluations: methodologic primer. American Journal of Roentgenology, 2006, 187(2): 271-281
[23]  Jossinet J, Schmitt M. A review of parameters for the bioelectrical characterization of breast tissue. Annals of the New York Academy of Sciences, 1999, 873: 30-41
[24]  Chauveau N, Hamzaoui L, Rochaix P, Rigaud B, Voigt J J, Morucci J P. Ex vivo discrimination between normal and pathological tissues in human breast surgical biopsies using bioimpedance spectroscopy. Annals of the New York Academy of Sciences, 1999, 873: 42-50
[25]  Malich A, B?hm T, Facius M, Freessmeyer M G, Fleck M, Anderson R, Kaiser W A. Additional value of electrical impedance scanning: experience of 240 histologically-proven breast lesions. European Journal of Cancer, 2001, 37(18): 2324-2330
[26]  Wersebe A, Siegmann K, Krainick U, Fersis N, Vogel U, Claussen C D, Müller-schimpfle M. Diagnostic potential of targeted electrical impedance scanning in classifying suspicious breast lesions. Investigative Radiology, 2002, 37(2): 65-72
[27]  Malich A, Boehm T, Facius M, Freessmeyer M G, Fleck M, Anderson R, Kaiser W A. Differentiation of mammographically suspicious lesions: evaluation of breast ultrasound, MRI mammography and electrical impedance scanning as adjunctive technologies in breast cancer detection. Clinical Radiology, 2001, 56(4): 278-283
[28]  Melloul M, Paz A, Ohana G, Lever O, Michalevich D, Koren R, Wolloch Y, Gal R. Double-phase 99mTc-sestamibi scintimammography and trans-scan in diagnosing breast cancer. Journal of Nuclear Medicine, 1999, 40(3): 376-380
[29]  Malich A, Fritsch T, Anderson R, Boehm T, Freesmeyer M G, Fleck M, Kaiser W A. Electrical impedance scanning for classifying suspicious breast lesions: first results. European Radiology, 2000, 10(10): 1555-1561
[30]  The Gray Sheet. Medical Devices, Diagnostics & Instrumentation: MDDI Report, F-D-C Report, Chevy Chase, MD, USA. 1998

Full-Text

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133