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计算机辅助分析在通过接触式喉镜评估癌前病变和癌性病变的核特征以进行诊断中的作用。

The role of computer-assisted analysis in the evaluation of nuclear characteristics for the diagnosis of precancerous and cancerous lesions by contact laryngoscopy.

作者信息

Tarnawski W, Fraczek M, Jeleń M, Krecicki T, Zalesska-Krecicka M

机构信息

Technical University of Wroclaw, Systems and Computer Networks, Wroclaw, Poland.

出版信息

Adv Med Sci. 2008;53(2):221-7. doi: 10.2478/v10039-008-0046-4.

DOI:10.2478/v10039-008-0046-4
PMID:19230308
Abstract

PURPOSE

Contact endoscopy (CE) through the direct contact with the surface of the mucosa enables in vivo visualization of upper epithelial layers. There is a broad spectrum of laryngeal pathologies, as has been confirmed by earlier CE reports. The aim of the study was to resolve some of the limitations of CE through the application of computer-assisted image analysis. Quantitative and qualitative evaluation of nuclei was applied in the diagnosis of precancerous and cancerous lesions.

MATERIALS AND METHODS

Fifty four patients with various laryngeal pathologies were included in the study. Paraffin section histopathology showed 15 benign lesions, 12 precancerous lesions (5 mild and 7 severe dysplasias) and 27 invasive squamous cell cancers (SCC). After staining the mucous with 1% methylen blue, examination with contact endoscope (Karl Storz, Germany) connected to the C-7070 Wide Zoom Olympus high-resolution camera was performed.

RESULTS

The most discriminative parameters were revealed to be as follows: nucleus area (p<0.001), nuclei density index (p<0.001), elongation coefficient (p<0.05), nucleus area to equivalent area ratio (p<0.05). Computer-assisted image analysis composed with data mining techniques is presented for nuclei categorization.

CONCLUSIONS

We established that computer-aided image analysis can indicate, with a high level of reliability, cases of severe dysplasia and carcinoma. By implementing the technique described in this paper, we can substantially increase the sensitivity of CE.

摘要

目的

接触式内镜检查(CE)通过直接接触黏膜表面能够对上皮表层进行体内可视化观察。如早期CE报告所证实,喉部病变种类繁多。本研究的目的是通过应用计算机辅助图像分析来解决CE的一些局限性。细胞核的定量和定性评估被应用于癌前病变和癌性病变的诊断。

材料与方法

本研究纳入了54例患有各种喉部病变的患者。石蜡切片组织病理学显示有15例良性病变、12例癌前病变(5例轻度和7例重度发育异常)以及27例浸润性鳞状细胞癌(SCC)。在用1%亚甲蓝对黏膜进行染色后,使用连接到奥林巴斯C-7070宽变焦高分辨率相机的接触式内镜(德国卡尔·史托斯公司)进行检查。

结果

最具鉴别力的参数如下:细胞核面积(p<0.001)、细胞核密度指数(p<0.001)、伸长系数(p<0.05)、细胞核面积与等效面积之比(p<0.05)。提出了结合数据挖掘技术的计算机辅助图像分析用于细胞核分类。

结论

我们确定计算机辅助图像分析能够高度可靠地指示重度发育异常和癌的病例。通过实施本文所述技术,我们可以大幅提高CE的敏感性。

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Adv Med Sci. 2008;53(2):221-7. doi: 10.2478/v10039-008-0046-4.
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