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肺内胸膜下区非钙化结节分布及其特征
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作者 朱红伟 张秀玲 +1 位作者 马士华 崔铱婕 《山东医药》 CAS 2023年第1期69-71,75,共4页
目的分析肺内胸膜下区非钙化结节分布及其特征。方法选择经胸部CT检查发现肺内胸膜下区非钙化结节的体检者1152例,将胸部CT图像导入人工智能肺结节筛查分析软件,在肺窗上测量结节径线(长/短径)、CT值、距胸膜下最长/最短距离,分析不同... 目的分析肺内胸膜下区非钙化结节分布及其特征。方法选择经胸部CT检查发现肺内胸膜下区非钙化结节的体检者1152例,将胸部CT图像导入人工智能肺结节筛查分析软件,在肺窗上测量结节径线(长/短径)、CT值、距胸膜下最长/最短距离,分析不同肺段、不同肺叶、有/无胸膜接触非钙化结节分布及其特征。结果在1152例体检者中共发现胸膜下区非钙化结节1755个。在不同肺段中,胸膜下区非钙化结节主要分布在右肺S1、S4、S9段以及左肺S1段+S2段、S9段;径线较大结节主要分布在右肺下叶S7、S8段及左肺下叶S9、S10段,较小结节主要分布在右肺上叶S2、S3段;较高CT值结节主要位于右肺下叶S7段和左肺下叶S7段+S8段,较低CT值结节主要位于右肺中叶S5段及左肺上叶S3段、S1段+S2段;位于肺下叶结节比位于肺上叶结节距胸膜下更近,尤其是右肺S8段、左肺S7段+S8段、双肺S10段。在不同肺叶中,胸膜下区非钙化结节主要分布在右肺上下叶;左肺上叶结节径线小于其他肺叶,左肺下叶结节CT值高于其他肺叶,各肺叶结节距胸膜下最长距离相近,右肺中下叶结节距胸膜下最短距离小于其他肺叶。与胸膜接触的非钙化结节630个,与胸膜无接触的非钙化结节1125个;与胸膜接触的非钙化结节长/短径分别为(4.45±1.61)、(3.69±1.27)mm,与胸膜无接触的非钙化结节分别为(3.63±1.29)、(3.08±1.10)mm;与胸膜接触的非钙化结节CT值为(-232.93±191.16)Hu,与胸膜无接触的非钙化结节为(-326.40±212.59)Hu。结论肺内胸膜下区非钙化结节径线、CT值及距胸膜下最长/最短距离具有肺段、肺叶分布差异,结节性质及其分布亦有所不同。 展开更多
关键词 结节 胸膜下区 结节分布 结节特征 人工智能技术 电子计算机断层扫描
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一种自适应的分布式肺结节检测方法 被引量:4
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作者 周翰逊 郭薇 +2 位作者 王妍 徐红艳 贾大宇 《仪器仪表学报》 EI CAS CSCD 北大核心 2010年第10期2312-2316,共5页
提出了一种自适应的分布式肺结节检测方法。该方法由肺结节检测代理和中心管理器两部分组成。中心管理器负责数据收集以及调节肺结节检测代理。肺结节检测代理完成肺实质分割、多尺度增强提取感兴趣区域(ROI)、ROI的特征提取以及基于Mah... 提出了一种自适应的分布式肺结节检测方法。该方法由肺结节检测代理和中心管理器两部分组成。中心管理器负责数据收集以及调节肺结节检测代理。肺结节检测代理完成肺实质分割、多尺度增强提取感兴趣区域(ROI)、ROI的特征提取以及基于Mahalanobis距离的ROI分类4部分。在理想情况下,推导了控制中心管理器的自适应调节函数;在现实的分布式系统中,设计了基于遗传算法的自适应分布式肺结节检测算法。实验结果表明,所提出的自适应分布式肺结节检测方法能随着检测数据的增加不断调节分类算法中的阈值,提高分类检测的性能;同时,使用该方法检测肺结节具有较低的误诊率与漏诊率,能够辅助医生进行诊断。 展开更多
关键词 图像分割 多尺度增强 遗传算法 自适应分布式肺结节检测
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Analysis on Refinery System as a Complex Task-resource Network 被引量:4
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作者 刘苏昱 荣冈 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2013年第3期253-262,共10页
Refinery system, a typical example of process systems, is presented as complex network in this paper. The topology of this system is described by task-resource network and modeled as directed and weighted graph, in wh... Refinery system, a typical example of process systems, is presented as complex network in this paper. The topology of this system is described by task-resource network and modeled as directed and weighted graph, in which nodes represent various tasks and edges denote the resources exchanged among tasks. Using the properties of node degree distribution, strength distribution and other weighted quantities, we demonstrate the heterogeneity of the network and point out the relation between structural characters of vertices and the functionality of correspond- ing tasks. The above phenomena indicate that the design requirements and principles of production process contrib- ute to the heterogeneous features of the network. Besides, betweenness centrality of nodes can be used as an impor- tance indicator to provide additional information for decision making. The correlations between structure and weighted properties are investigated to further address the influence brought by production schemes in system con- nectivity patterns. Cascading failures model is employed to analyze the robustness of the network when targeted at- tack happens. Two capacity assignment strategies are compared in order to improve the robustness of the network at certain cost. The refinery system displays more reliable behavior when the protecting strategy considers heteroge- neous properties. This phenomenon further implies the structure-activity relationship of the refinery system and provides insightful suggestions for process system design. The results also indicate that robustness analysis is a _promising applicat!on of methodologies from complex networks to process system engineering.. 展开更多
关键词 zomplex network refinery system structure-activity relationship HETEROGENEITY robusmess
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Seasonal Distribution of Manganese in the Soil-Water-Plant in the Zone of Burshtyn Thermal Power Station
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作者 Ivan V. Mazepa Natalia V. Dovganich Maria A. Mazepa 《Journal of Physical Science and Application》 2014年第5期317-322,共6页
This study deals with the impact of Burshtyn thermal power station on the amount of manganese in soil, water and celandine tissue. The research of manganese amount and form in the system: water-plant is of great impo... This study deals with the impact of Burshtyn thermal power station on the amount of manganese in soil, water and celandine tissue. The research of manganese amount and form in the system: water-plant is of great importance due to active influence of thermal power station on the chemical structure of the polluted area. The changes in the amount and form of manganese in soil, water and plant are interrelated and depend on the season, the distance from the polluter and morph-functional plant structure, the cleaning system possibilities of the industrial enterprise and some meteorological factors. 展开更多
关键词 Soil water celandine gross and changeable manganese amount Burshtyn thermal power station.
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