Chinese Journal of Tissue Engineering Research ›› 2025, Vol. 29 ›› Issue (27): 5933-5940.doi: 10.12307/2025.839
Liu Yuhang, Li Hongyu, Wang Yong, Wang Fengxing
Received:
2024-06-26
Accepted:
2024-08-28
Online:
2025-09-28
Published:
2025-03-07
Contact:
Li Hongyu, MD, Chief physician, Guangxi Orthopedic Hospital, Nanning 530000, Guangxi Zhuang Autonomous Region, China
About author:
Liu Yuhang, Master candidate, Guangxi Orthopedic Hospital, Nanning 530000, Guangxi Zhuang Autonomous Region, China
Supported by:
CLC Number:
Liu Yuhang, Li Hongyu, Wang Yong, Wang Fengxing. Visual analysis of application of three-dimensional finite element method in femoral head necrosis[J]. Chinese Journal of Tissue Engineering Research, 2025, 29(27): 5933-5940.
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2.1 发文量分析 对自2014年1月至2023年12月检索到的文献进行分析,如图1所示。自2014-2016年以来,英文文献的发文量呈现一个下滑趋势,随着髋关节假体的微动磨损模型的出现,英文文献在2017年的发文量出现一个小高峰,随后在2018年至今一直处于一个平稳上升的趋势,并在2023年达到年发文量55篇的峰值。而中文文献相较于英文文献一直处于较低水平,在2014-2021年8年间一直处于一个缓慢增长的趋势,但在2022年有下滑的趋势,于2023年再次有所增长。 2.2 作者合作分析 作者合作图谱中反映了10年间不同作者的发文量及之间的关联性,可以更直观地展示研究最前沿的作者。在WOS数据库中,2014-2023年间共有294位作者及311条连线,网络密度为0.007 2,节点越大代表发文量越多,而连线则代表作者间的合作,其中Chethan,KN和Bader, Rainer发文量最多,均为6篇,见图2。在CNKI数据库中,共有213位作者以及500条连线,其中余霄、庞智晖、庞清江及李永斌4人发文量最多,均为3篇,见图3。"
2.4 研究热点分析 2.4.1 关键词共现分析 关键词作为对文章主要研究内容的凝练体现,对某个研究领域的关键词共现分析能更好地展现出研究热点趋势及变化。当2个及以上关键词同时出现时则可称为共现,共现分析则是对关键词的频次及中心性进行计算,当关键词被其他文章引用时,它的中心性就会提升,因此关键词的频次或中心性越高,则代表其在某个时间段越重要[12]。在软件中使用Pathfinder结合Pruning sliced networks算法,根据WOS数据库对2014-2023年10年间相关文献分析得出共有300个关键词和551条连线,见图4,其中关键词频次排名为:finite element analysis(163次)、femoral head(83次)、arthroplasty(44次)、fixation(40次)、replacement(39次),中心性排名为:finite element method(0.21)、hip joint(0.21)、stability(0.19)、fixation(0.15)、contact pressure(0.15)。根据CNKI数据库对2014-2023年10年间相关文献分析得出共有269个关键词和748条连线,见图5,其中关键词频次排名为:有限元分析(91次)、生物力学(45次)、股骨头坏死(42次)、股骨颈骨折(33次)、内固定(16次),中心性排名为:内固定(0.45)、3d打印(0.44)、健脾活骨方(0.43)、三维重建(0.42)、股骨头坏死(0.38)。"
2.4.2 关键词聚类分析 关键词聚类是指通过分析将研究领域内相似的关键词联系起来整合成一个整体,并将其中使用频次最高的关键词作为其聚类名称。在软件中使用Pathfinder结合Pruning sliced networks算法,根据收集的WOS及CNKI数据分析得到的关键词聚类图谱进一步提取出的聚类详细信息,按照关键词个数排名选取出排名前10的聚类见表2,3,其中包括关键词个数、轮廓值、平均年份及关键词组成。其中,轮廓值> 0.7意味着同质性较好、可信度较高[13]。表中首个关键词均为该聚类名称,WOS数据库中前10个聚类名称分别为#0 trabecular bone、#1 wear modelling、#2 total hip replacement、#3 biomechanical testing、#4 finite element modeling、#5 finite element analysis、#6 femoroacetabular impingement、#7 finite element method、#8 total hip arthroplasty、#9 femoral neck fracture; CNKI数据库中前10个聚类名称分别为#0 骨折、#1 有限元、#2 股骨头塌陷、#3 Chiari骨盆内移截骨术、#4 阳性支撑、#5 塌陷、#6 组织工程、#7 内压钢板、#8 旋转截骨术、#9 分型。 "
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