Anterior cruciate ligament reconstruction model based on anatomical position locating

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...

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Veröffentlicht in:Multimedia tools and applications 2017-04, Vol.76 (7), p.9943-9958
Hauptverfasser: Rao, Yunbo, Ding, XianShu, Li, Jia, Gou, JianPing, Wang, Qifei
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Sprache:eng
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Zusammenfassung: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.
ISSN:1380-7501
1573-7721
DOI:10.1007/s11042-016-3589-6