【摘要】 目的研究肺结节内钙化密度与钙化征象对肺结节良恶性预判的性能。方法经病理或随访证实的肺结节240例(良性70例,恶性170例)。利用最大方差和阈值生长法提取肺结节内具有钙化点和钙化密度的像素,并计算每个钙化点的面积(AreaCa)及面积比(Ar)、同一层面内钙化点的总面积(S)及钙化总面积比(Sr)、同一层面内具有钙化密度的总面积(Cs)及钙化密度面积比(Csr)。结果含有钙化密度的结节明显多于含钙化点的结节(49vs 26,2=8.360,P=0.004),这一现象在恶性结节中尤为突出(良性23vs 16;恶性26vs 10);良性肺结节钙化点和钙化密度的面积均大于恶性(P=0.000);以钙化点(AreaCa、S、Ar、Sr)对肺结节良恶性预判的诊断性能优秀(Az=0.906),以钙化密度(Cs、Csr)对肺结节性质预判的诊断性能中等(Az=0.727,0.742)。结论在计算机辅助诊断研究中,借鉴医师经验,对肺结节的CT征象直接进行提取、挖掘,或有助于肺结节影像诊断的确立。更多还原

【Abstract】 Objective Quantitative study was performed on the calcification density and calcification signs in prediction for benign and malignant pulmonary nodules.Methods 240 cases with pulmonary nodules(malignant in 170 and benign in70)confirmed by pathology or clinical follow-up were included in this study.All cases underwent chest CT examinations.A segmentation algorithm based on maximal variance between-class and region growing was used to extract the pulmonary nodules with calcification signs and the pixel of calcification density.The each calcification area(AreaCa)and area ratio(Ar),the total area of calcification signs within the same level(S)and total area ratio(Sr),the total area of calcification density within same level(Cs),and calcification density ratio(Csr)were calculated.Results The nodules with calcification density were more than those with calcification sign(49vs 26,2=8.36,Pp=0.004),which were more easily to be found in malignant nodules than in benign nodules(benign nodules:23vs 16;malignant nodules:26vs 10).The area of both calcification signs and calcification density in benign pulmonary nodules were larger than that in malignant nodules(P=0.000).Calcification signs(AreaCa,S,Ar,Sr)had outstanding ability in prediction for benign and malignant pulmonary nodules(Az=0.906);while calcification density(Cs,Csr)had mild ability in prediction for benign and malignant pulmonary nodules(Az=0.727,0.742).Conclusion In computer aided diagnosis system,combined physician experience with direct extraction and quantifying of CT signs can help us to establish the diagnosis of pulmonary nodules.更多还原