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Application of statistical shape models in orthopedics: a narrative review

Application of statistical shape models in orthopedics: a narrative review

摘要Statistical shape models (SSMs) are effective for image processing and analysis and have been used in various medical fields, including face recognition and cranial bone recognition. In orthopedics, SSMs are being used in numerous applications, such as automated segmentation of medical images, preoperative planning, intraoperative navigation combined with robotics, simulation reconstruction of defects, human biomechanics research, description of anatomical shape changes, and prosthesis design. This review highlighted the wide range of applications while acknowledging the diversity of methodologies and techniques encompassed by SSMs, including Gaussian process models and nonlinear solutions. In addition, the available software packages for constructing shape models, such as Scalismo, ShapeWorks, and Deformetrica, were discussed.

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作者 Cai Xingbo [1] Wu Ying [2] Huang Junshen [2] Wang Long [1] Xu Yongqing [3] Lu Sheng [4] 学术成果认领
作者单位 Postgraduate College of Kunming Medical University, Kunming, Yunnan 650500, China [1] Lvweijia Expert Workstation, Kunming, Yunnan, China [2] Department of Orthopedics, The First People’s Hospital of Yunnan Province, Kunming, Yunnan 650032, China [3] Yunnan Provincial Key Laboratory of Digital Orthopedics, Kunming, Yunnan 662299, China [4]
栏目名称 Review
DOI 10.1016/j.imed.2024.05.001
发布时间 2025-02-25
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