通过纹理分析对脏和胆囊结石的定量评估,使用基于诊断超声波图像的灰色水平共发生矩阵
Minkyoung Kim1, Kyuseok Kim2, Hyun-Woo Jeong3
1Department of Health Science, General Graduate School of Gachon University, 191, Hambakmoe-ro, Yeonsu-gu, Incheon 21936, Republic of Korea.
Journal of clinical medicine
|April 12, 2025
概括
使用灰色水平共发生矩阵 (GLCM) 的纹理分析显示,改善脏和胆囊结石的超声波诊断具有前途. 这种方法有助于区分石头的存在,提高诊断的准确性.
科学领域:
- 医疗成像医学成像
- 诊断性的超声波检查
- 放射学 放射学是一门学科.
背景情况:
- 通过超声波对脏和胆囊结石的准确诊断至关重要.
- 超声波图像中的后声影可以是模两可的,具有挑战性的诊断.
- 这项研究引入了纹理分析,以提高石头检测的准确性.
研究的目的:
- 用超声波纹理分析来提高和胆囊结石的诊断准确度.
- 评估灰色水平共发生矩阵 (GLCM) 在分析声影的有效性.
主要方法:
- 腹部超声波图像由医疗专业人员评估.
- 用GLCM进行后声阴影的纹理分析.
- 结果使用平均值和95%置信区间进行评估.
主要成果:
- 对于脏和胆囊结石,GLCM明确区分了三个预测类.
- 使用GLCM对阴影区域的分析显示了区分类别的一些局限性.
- 该方法显示了提高诊断准确性的潜力.
结论:
- GLCM纹理分析是提高脏和胆囊结石诊断的准确性的一种潜在方法.
- 对于超声波图像中阴影区域的最佳分析,可能需要进一步的细化.
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