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乳糜泻的定量图像分析

Quantitative image analysis of celiac disease.

作者信息

Ciaccio Edward J, Bhagat Govind, Lewis Suzanne K, Green Peter H

机构信息

Edward J Ciaccio, Govind Bhagat, Suzanne K Lewis, Peter H Green, Department of Medicine, Celiac Disease Center, Columbia University, New York, NY 10032, United States.

出版信息

World J Gastroenterol. 2015 Mar 7;21(9):2577-81. doi: 10.3748/wjg.v21.i9.2577.

DOI:10.3748/wjg.v21.i9.2577
PMID:25759524
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4351206/
Abstract

We outline the use of quantitative techniques that are currently used for analysis of celiac disease. Image processing techniques can be useful to statistically analyze the pixular data of endoscopic images that is acquired with standard or videocapsule endoscopy. It is shown how current techniques have evolved to become more useful for gastroenterologists who seek to understand celiac disease and to screen for it in suspected patients. New directions for focus in the development of methodology for diagnosis and treatment of this disease are suggested. It is evident that there are yet broad areas where there is potential to expand the use of quantitative techniques for improved analysis in suspected or known celiac disease patients.

摘要

我们概述了目前用于乳糜泻分析的定量技术的应用。图像处理技术有助于对通过标准或视频胶囊内镜获取的内镜图像像素数据进行统计分析。文中展示了当前技术是如何演变的,以便对那些试图了解乳糜泻并对疑似患者进行筛查的胃肠病学家更有用。文中还提出了该疾病诊断和治疗方法开发的新重点方向。显然,在疑似或已知乳糜泻患者中,仍有广泛领域有潜力扩大定量技术的应用以进行改进分析。

相似文献

1
Quantitative image analysis of celiac disease.乳糜泻的定量图像分析
World J Gastroenterol. 2015 Mar 7;21(9):2577-81. doi: 10.3748/wjg.v21.i9.2577.
2
Methods to quantitate videocapsule endoscopy images in celiac disease.乳糜泻中视频胶囊内镜图像的定量方法。
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3
Extraction and processing of videocapsule data to detect and measure the presence of villous atrophy in celiac disease patients.提取和处理视频胶囊数据以检测和测量乳糜泻患者绒毛萎缩的存在情况。
Comput Biol Med. 2016 Nov 1;78:97-106. doi: 10.1016/j.compbiomed.2016.09.009. Epub 2016 Sep 16.
4
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Comput Biol Med. 2015 Oct 1;65:331-2. doi: 10.1016/j.compbiomed.2015.06.020. Epub 2015 Jun 30.
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Suggestions for automatic quantitation of endoscopic image analysis to improve detection of small intestinal pathology in celiac disease patients.关于内镜图像分析自动定量以改善乳糜泻患者小肠病变检测的建议。
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Color masking improves classification of celiac disease in videocapsule endoscopy images.彩色掩蔽可提高视频胶囊内镜图像中乳糜泻的分类。
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Video capsule endoscopy in celiac disease.乳糜泻的视频胶囊内镜检查
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Quantitative analysis of patients with celiac disease by video capsule endoscopy: A deep learning method.通过视频胶囊内镜对乳糜泻患者进行定量分析:一种深度学习方法。
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引用本文的文献

1
Celiac disease: From pathophysiology to treatment.乳糜泻:从病理生理学到治疗
World J Gastrointest Pathophysiol. 2017 May 15;8(2):27-38. doi: 10.4291/wjgp.v8.i2.27.
2
Coeliac disease and the videocapsule: what have we learned till now.乳糜泻与视频胶囊内镜:我们目前了解到了什么。
Ann Transl Med. 2017 May;5(9):197. doi: 10.21037/atm.2017.05.06.
3
Recommendations to quantify villous atrophy in video capsule endoscopy images of celiac disease patients.关于量化乳糜泻患者视频胶囊内镜图像中绒毛萎缩的建议。
World J Gastrointest Endosc. 2016 Oct 16;8(18):653-662. doi: 10.4253/wjge.v8.i18.653.

本文引用的文献

1
Implementation of a polling protocol for predicting celiac disease in videocapsule analysis.用于视频胶囊分析中预测乳糜泻的轮询协议的实施
World J Gastrointest Endosc. 2013 Jul 16;5(7):313-22. doi: 10.4253/wjge.v5.i7.313.
2
Use of shape-from-shading to estimate three-dimensional architecture in the small intestinal lumen of celiac and control patients.利用阴影形状估计腹腔疾病和对照患者的小肠腔的三维结构。
Comput Methods Programs Biomed. 2013 Sep;111(3):676-84. doi: 10.1016/j.cmpb.2013.06.002. Epub 2013 Jun 29.
3
Scale invariant texture descriptors for classifying celiac disease.用于分类乳糜泻的尺度不变纹理描述符。
Med Image Anal. 2013 May;17(4):458-74. doi: 10.1016/j.media.2013.02.001. Epub 2013 Feb 13.
4
Endoscope distortion correction does not (easily) improve mucosa-based classification of celiac disease.内镜畸变校正并不能(轻易地)改善基于黏膜的乳糜泻分类。
Med Image Comput Comput Assist Interv. 2012;15(Pt 3):574-81. doi: 10.1007/978-3-642-33454-2_71.
5
Celiac disease: prevalence, diagnosis, pathogenesis and treatment.乳糜泻:患病率、诊断、发病机制和治疗。
World J Gastroenterol. 2012 Nov 14;18(42):6036-59. doi: 10.3748/wjg.v18.i42.6036.
6
Quantitative estimates of motility from videocapsule endoscopy are useful to discern celiac patients from controls.定量评估胶囊内镜下的动力可以有助于区分乳糜泻患者和对照组。
Dig Dis Sci. 2012 Nov;57(11):2936-43. doi: 10.1007/s10620-012-2225-1. Epub 2012 May 30.
7
Transformation of videocapsule images to detect small bowel mucosal differences in celiac versus control patients.将胶囊内镜图像转化为分析乳糜泻患者与对照患者小肠黏膜差异的方法。
Comput Methods Programs Biomed. 2012 Oct;108(1):28-37. doi: 10.1016/j.cmpb.2011.12.008. Epub 2012 Jan 28.
8
Capsule endoscopy image analysis using texture information from various colour models.使用来自各种颜色模型的纹理信息进行胶囊内窥镜图像分析。
Comput Methods Programs Biomed. 2012 Jul;107(1):61-74. doi: 10.1016/j.cmpb.2011.10.004. Epub 2011 Nov 5.
9
Robust spectral analysis of videocapsule images acquired from celiac disease patients.从腹腔疾病患者获取的胶囊内镜图像的稳健光谱分析。
Biomed Eng Online. 2011 Sep 9;10:78. doi: 10.1186/1475-925X-10-78.
10
Quantitative assessment of endoscopic images for degree of villous atrophy in celiac disease.定量评估腔内镜图像在乳糜泻中绒毛萎缩程度。
Dig Dis Sci. 2011 Mar;56(3):805-11. doi: 10.1007/s10620-010-1371-6. Epub 2010 Sep 16.