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双网络中影响力凝聚子图发现算法
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作者 李源 杨森 +2 位作者 孙晶 赵会群 王国仁 《计算机研究与发展》 EI CSCD 北大核心 2023年第9期2096-2114,共19页
双网络由物理图和概念图构成,其中物理图和概念图共享网络结点集合而具有不同边集合.物理图中边表示结点间实际存在的关系;概念图中边表示结点间的相似程度,通常由计算得出.最近,从双网络中发现凝聚子图,即物理图中连通且概念图中稠密... 双网络由物理图和概念图构成,其中物理图和概念图共享网络结点集合而具有不同边集合.物理图中边表示结点间实际存在的关系;概念图中边表示结点间的相似程度,通常由计算得出.最近,从双网络中发现凝聚子图,即物理图中连通且概念图中稠密的子图受到研究者的广泛关注,在研讨会筹备、商品推荐和致病基因发现等真实场景中具有广泛应用.但现有研究鲜有考虑双网络中凝聚子图的影响力.为此:1)提出一种基于最小边权重定义的影响力凝聚子图,即影响力k-连通truss(k-ICT)子图模型.k-ICT子图模型能够有效刻画子图在双网络中的重要性且对低影响力边鲁棒.2)由证明可知,发现影响力最大的k-ICT子图是NP-难的,因此提出一种基于概念图边等价类划分的CT索引结构.利用索引的概要图,能够根据不同的k值,快速发现包含所有k-ICT子图的候选子图.3)提出了基于全局枚举删除和局部子图扩展的精确算法Exact-G kICT和Exact-LkICT,用于发现top-r具有最大影响力的k-ICT子图.通过大量在真实数据集上的实验,验证算法的高效性和有效性. 展开更多
关键词 影响力凝聚子图发现 影响力k-连通truss子图模型 ct索引 双网络 图数据挖掘
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Prognostic value of the ratio between prosthesis area and indexed annulus area measured by MultiSlice-CT for transcatheter aortic valve implantation procedures 被引量:1
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作者 Nicolas Debry Arnaud Sudre +6 位作者 Ihrahim Elquodeimat Cedric Delhaye Guillaume Schurtz Antoine Bical Mohamad Koussa Khalil FaRouch Thomas Modine 《Journal of Geriatric Cardiology》 SCIE CAS CSCD 2016年第6期483-488,共6页
Background Postprocedural aortic regurgitations following transcatheter aortic valve implantation (TAVI) procedures remain an is- sue. Benefit of oversizing strategies to prevent them isn't well established. We com... Background Postprocedural aortic regurgitations following transcatheter aortic valve implantation (TAVI) procedures remain an is- sue. Benefit of oversizing strategies to prevent them isn't well established. We compared different level of oversizing in our cohort of con- secutive patients to address if severe oversizing compared to normal sizing had an impact on post-procedural outcomes. Methods From January 2010 to August 2013, consecutive patients were referred for TAVI with preoperative Multislice-CT (MSCT) and the procedures were achieved using Edwards Sapien~ or Corevalve devices~. Retrospectively, according to pre-procedural MSCT and the valve size, pa- tients were classified into three groups: normal, moderate and severe oversizing; depending on the ratio between the prosthesis area and the annulus area indexed and measured on MSCT. Main endpoint was mid-term mortality and secondary endpoints were the Valve Academic Research Consortium (VARC-2) endpoints. Results Two hundred and sixty eight patients had a MSCT and underwent TAVI procedure, with mainly Corevalve~. While all-cause and cardiovascular mortality rates were similar in all groups, post-procedural new pacemaker (PM) implantation rate was significantly higher in the severe oversizing group (P = 0.03), while we observed more in-hospital congestive heart-failure (P = 0.02) in the normal sizing group. There was a trend toward more moderate to severe aortic regurgitation (AR) in the normal sizing group (P = 0.07). Conclusions Despite a higher rate of PM implantation, oversizing based on this ratio reduces aortic leak with lower rates of post-procedural complications and a similar mid-term survival. 展开更多
关键词 Aortic regurgitation Aortic valve stenosis Multislice-ct Oversizing Transcatheter aortic valve implantation
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