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EquiSim:马远端肢体的开源可关节活动统计模型。

EquiSim: An Open-Source Articulatable Statistical Model of the Equine Distal Limb.

作者信息

Van Houtte Jeroen, Vandenberghe Filip, Zheng Guoyan, Huysmans Toon, Sijbers Jan

机构信息

imec-Vision Lab, University of Antwerp, Antwerp, Belgium.

Equine Hospital Bosdreef, Moerbeke-Waas, Belgium.

出版信息

Front Vet Sci. 2021 Mar 3;8:623318. doi: 10.3389/fvets.2021.623318. eCollection 2021.

DOI:10.3389/fvets.2021.623318
PMID:33763462
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7982960/
Abstract

Most digital models of the equine distal limb that are available in the community are static and/or subject specific; hence, they have limited applications in veterinary research. In this paper, we present an articulatable model of the entire equine distal limb based on statistical shape modeling. The model describes the inter-subject variability in bone geometry while maintaining proper jointspace distances to support model articulation toward different poses. Shape variation modes are explained in terms of common biometrics in order to ease model interpretation from a veterinary point of view. The model is publicly available through a graphical user interface (https://github.com/jvhoutte/equisim) in order to facilitate future digitalization in veterinary research, such as computer-aided designs, three-dimensional printing of bone implants, bone fracture risk assessment through finite element methods, and data registration and segmentation problems for clinical practices.

摘要

目前社区中可用的大多数马远端肢体的数字模型都是静态的和/或特定于个体的;因此,它们在兽医研究中的应用有限。在本文中,我们基于统计形状建模提出了一个完整马远端肢体的可关节活动模型。该模型描述了骨骼几何形状的个体间变异性,同时保持适当的关节间隙距离,以支持模型向不同姿势的关节活动。形状变化模式根据常见的生物特征进行解释,以便从兽医的角度简化模型解释。该模型通过图形用户界面(https://github.com/jvhoutte/equisim)公开提供,以促进兽医研究中的未来数字化,如计算机辅助设计、骨植入物的三维打印、通过有限元方法进行骨折风险评估以及临床实践中的数据配准和分割问题。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/7e27ce6b3a3c/fvets-08-623318-g0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/c62bb117030c/fvets-08-623318-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/5285caebc4d0/fvets-08-623318-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/b168ffa9f272/fvets-08-623318-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/bb640a0dd7fc/fvets-08-623318-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/95a6a5137e38/fvets-08-623318-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/f97ccd710346/fvets-08-623318-g0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/7e27ce6b3a3c/fvets-08-623318-g0007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/c62bb117030c/fvets-08-623318-g0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/5285caebc4d0/fvets-08-623318-g0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/b168ffa9f272/fvets-08-623318-g0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/bb640a0dd7fc/fvets-08-623318-g0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/95a6a5137e38/fvets-08-623318-g0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/f97ccd710346/fvets-08-623318-g0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a748/7982960/7e27ce6b3a3c/fvets-08-623318-g0007.jpg

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New Design Process for Anatomically Enhanced Osteosynthesis Plates.新型解剖增强型接骨板的设计流程
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Unipodal stance influences radiographic evaluation of foot balance in horses.单肢站立姿势会影响马匹足部平衡的影像学评估。
Vet Radiol Ultrasound. 2019 May;60(3):273-279. doi: 10.1111/vru.12729. Epub 2019 Mar 12.
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Cascaded statistical shape model based segmentation of the full lower limb in CT.基于级联统计形状模型的CT全下肢分割
Comput Methods Biomech Biomed Engin. 2019 May;22(6):644-657. doi: 10.1080/10255842.2019.1577828. Epub 2019 Mar 1.
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Stacked sparse autoencoder networks and statistical shape models for automatic staging of distal femur trochlear dysplasia.用于股骨远端滑车发育不良自动分期的堆叠稀疏自动编码器网络和统计形状模型
Int J Med Robot. 2018 Dec;14(6):e1947. doi: 10.1002/rcs.1947. Epub 2018 Aug 2.
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Statistical modeling of the equine third metacarpal bone incorporating morphology and bone mineral density.统计建模的马第三掌骨形态学和骨密度。
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A preliminary case study of the effect of shoe-wearing on the biomechanics of a horse's foot.一项关于穿鞋对马蹄生物力学影响的初步案例研究。
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