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利用热成像视频成像进行半自动乳腺癌肿瘤检测。

Semi-automated breast cancer tumor detection with thermographic video imaging.

作者信息

Venkataramani Krithika, Mestha Lalit K, Ramachandra L, Prasad S S, Kumar Vijay, Raja Priyanka J

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:2022-5. doi: 10.1109/EMBC.2015.7318783.

DOI:10.1109/EMBC.2015.7318783
PMID:26736683
Abstract

Screening for breast cancer enables early detection by which curative treatment can be possible. While mammography is the current gold standard for screening, it has low sensitivity in younger women and its harmful X-rays in frequent screening can increase the risk of cancer. Incidence rates are rising in younger women, causing a relook at thermography for low cost and non-harmful screening. In this paper, thermography is compared to mammography correlated with sono-mammography in 65 FNAC/biopsy proven cancer subjects in India. Thermography is comparable to mammography correlated with sono-mammography, having 94% and 95% sensitivity, respectively. A novel semi-automated thermographic tumor detection and location algorithm used in this paper also provides 97% sensitivity. This shows the promise of automated thermographic screening for reaching large populations in a cost effective manner in low resource settings in countries like India. Further studies in a large scale need to be done to evaluate the specificity to enable such solutions.

摘要

乳腺癌筛查能够实现早期检测,从而有可能进行治愈性治疗。虽然乳腺钼靶摄影是目前筛查的金标准,但它在年轻女性中的敏感性较低,且频繁筛查时其有害的X射线会增加患癌风险。年轻女性的发病率正在上升,这促使人们重新审视热成像技术,因其成本低且无危害。在本文中,对印度65名经细针穿刺抽吸活检(FNAC)/活检证实为癌症的受试者进行了热成像与乳腺钼靶摄影以及超声钼靶摄影相关性的比较。热成像与乳腺钼靶摄影以及超声钼靶摄影具有可比性,敏感性分别为94%和95%。本文中使用的一种新型半自动热成像肿瘤检测和定位算法的敏感性也达到了97%。这表明在印度等资源匮乏的国家,自动热成像筛查有望以具有成本效益的方式覆盖大量人群。需要进行大规模的进一步研究以评估其特异性,从而实现此类解决方案。

相似文献

1
Semi-automated breast cancer tumor detection with thermographic video imaging.利用热成像视频成像进行半自动乳腺癌肿瘤检测。
Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:2022-5. doi: 10.1109/EMBC.2015.7318783.
2
Evaluation of efficacy of thermographic breast imaging in breast cancer: A pilot study.乳腺热成像在乳腺癌中的疗效评估:一项初步研究。
Breast Dis. 2016;36(4):143-147. doi: 10.3233/BD-160236.
3
A novel model for smart breast cancer detection in thermogram images.一种用于热成像图像中智能乳腺癌检测的新型模型。
Asian Pac J Cancer Prev. 2014;15(24):10573-6. doi: 10.7314/apjcp.2014.15.24.10573.
4
Early diagnosis and detection of breast cancer.乳腺癌的早期诊断与检测
Technol Health Care. 2018;26(4):729-759. doi: 10.3233/THC-181277.
5
Thermography--a feasible method for screening breast cancer?热成像——一种可行的乳腺癌筛查方法?
Coll Antropol. 2013 Jun;37(2):583-8.
6
Advanced integrated technique in breast cancer thermography.乳腺癌热成像中的先进集成技术。
J Med Eng Technol. 2008 Mar-Apr;32(2):103-14. doi: 10.1080/03091900600562040.
7
Extraction of medically interpretable features for classification of malignancy in breast thermography.提取用于乳腺热成像中恶性肿瘤分类的医学可解释特征。
Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:1062-1065. doi: 10.1109/EMBC.2016.7590886.
8
Thermography is not a feasible method for breast cancer screening.热成像不是一种可行的乳腺癌筛查方法。
Coll Antropol. 2013 Jun;37(2):589-93.
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A comparative review of thermography as a breast cancer screening technique.作为一种乳腺癌筛查技术的热成像比较综述。
Integr Cancer Ther. 2009 Mar;8(1):9-16. doi: 10.1177/1534735408326171.
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Thermography as a screening and diagnostic tool: a systematic review.作为一种筛查和诊断工具的热成像:一项系统评价。
N Z Med J. 2012 Mar 9;125(1351):80-91.

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