Department of Electronics, Politecnico di Torino, Torino, Italy.
Ultrasound Med Biol. 2010 Oct;36(10):1616-25. doi: 10.1016/j.ultrasmedbio.2010.07.011.
High-resolution ultrasonography (HRUS) has potentialities in differential diagnosis between malignant and benign thyroid lesions, but interpretative pitfalls remain and accuracy is still poor. We developed an image processing technique for characterizing the intra-nodular vascularization of thyroid lesions. Twenty nodules (10 malignant) were analyzed by three-dimensional (3-D) contrast-enhanced ultrasound imaging. The 3-D volumes were preprocessed and skeletonized. Seven vascular parameters were computed on the skeletons: number of vascular trees (NT); vascular density (VD); number of branching nodes (or branching points) (NB); mean vessel radius (MR); 2-D (DM) and 3-D (SOAM) tortuosity; and inflection count metric (ICM). Results showed that the malignant nodules had higher values of NT (83.1 vs. 18.1), VD (00.4 vs. 0.01), NB (1453 vs. 552), DM (51 vs. 18), ICM (19.9 vs. 8.7) and SOAM (26 vs. 11). Quantification of nodular vascularization based on 3-D contrast-enhanced ultrasound and skeletonization could help differential diagnosis of thyroid lesions.
高分辨率超声(HRUS)在甲状腺良恶性病变的鉴别诊断中有一定潜力,但仍存在解释上的陷阱,准确性仍较差。我们开发了一种用于描述甲状腺病变内部血管生成的图像处理技术。对 20 个结节(10 个恶性)进行三维(3-D)对比增强超声成像分析。对 3-D 体积进行预处理和骨架化。在骨头上计算了 7 个血管参数:血管树数量(NT);血管密度(VD);分支节点数量(NB);平均血管半径(MR);二维(DM)和三维(SOAM)迂曲度;和弯曲计数度量(ICM)。结果表明,恶性结节的 NT(83.1 比 18.1)、VD(00.4 比 0.01)、NB(1453 比 552)、DM(51 比 18)、ICM(19.9 比 8.7)和 SOAM(26 比 11)值较高。基于 3-D 对比增强超声和骨架化的结节血管生成定量有助于甲状腺病变的鉴别诊断。