Anterior cruciate ligament reconstruction model based on anatomical position locating

被引:0
|
作者
Rao, Yunbo [1 ]
Ding, XianShu [1 ]
Li, Jia [2 ]
Gou, JianPing [3 ]
Wang, Qifei [4 ]
机构
[1] Univ Elect Sci & Technol China, Sch Informat & Software Engn, Chengdu 610054, Peoples R China
[2] China West Normal Univ, Sch Comp, Nanchong 637009, Peoples R China
[3] Jiansu Univ, Coll Sci & Engn, Yangzhou 450001, Jiangsu, Peoples R China
[4] Univ Calif Berkeley, Dept EECS, Berkeley, CA 94720 USA
基金
中国国家自然科学基金;
关键词
Anterior cruciate ligament; Expectation maximization; Gaussian; Anatomical position; INJURIES; MOMENT;
D O I
10.1007/s11042-016-3589-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the reconstruction surgery of Anterior Cruciate Ligament (ACL), how to locate the anatomical position is a very hard point to clinician occupational therapists. In this paper, we propose an Anatomical Position Locating (APL) approach based on Expectation Maximization (EM) algorithm. Firstly, the proposed intersection set operation algorithm is proposed to compute the attachment region between the injured ACL and femur or tibia. Then, the anatomical position is located by the 3D points cloud with the Gaussian spatial distribution. The last, the attachment spatial distribution and the barycenter, which are also viewed as the candidates of the anatomical position by a proposed EM algorithm, is partition. Experimental results verify our assumption and demonstrate that the located anatomical position has great serviceability.
引用
收藏
页码:9943 / 9958
页数:16
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