On the Use of Population-Based Statistical Models in Biomechanics

التفاصيل البيبلوغرافية
العنوان: On the Use of Population-Based Statistical Models in Biomechanics
المؤلفون: Fernandez, Justin, Yeung, Shasha, Swee, Alex, Schneider, Marco, Besier, Thor, Zhang, Ju
المساهمون: Narayan, R
بيانات النشر: Elsevier
سنة النشر: 2022
المجموعة: University of Auckland Research Repository - ResearchSpace
مصطلحات موضوعية: Bioengineering, Science & Technology, Life Sciences & Biomedicine, Technology, Physical Sciences, Biophysics, Engineering, Biomedical, Physics, Applied, Radiology, Nuclear Medicine & Medical Imaging, HIP FRACTURE, SHAPE MODELS, FEMUR, BONE, GEOMETRY, DENSITY, RISK, SEGMENTATION, REGION, MEN
الوصف: Statistical shape modeling has been extensively used to model the 3-D shape variations of many biological structures. Using statistical methods such as principal component analysis to reduce the dimensionality of 3-D data, complex geometric variations can be modeled using just a few parameters. These models have been used to greatly improve the robustness and efficiency of patient-specific model generation from images and sparse or incomplete data. This article will outline the basic theory of statistical shape modeling, and describe how it has been applied to the human femur as an example of its application. Further examples highlighting the lower lumbar spine, foot, and carpometacarpal joints are also presented.
نوع الوثيقة: book
وصف الملف: application/pdf
اللغة: unknown
ردمك: 978-0-12-804829-0
0-12-804829-8
العلاقة: Encyclopedia of Biomedical Engineering; (2019). In Narayan, R. (Ed.), Encyclopedia of Biomedical Engineering (pp. 229-237). Elsevier.; https://hdl.handle.net/2292/59633Test
DOI: 10.1016/b978-0-12-801238-3.99924-0
الإتاحة: https://doi.org/10.1016/b978-0-12-801238-3.99924-0Test
https://hdl.handle.net/2292/59633Test
حقوق: Items in ResearchSpace are protected by copyright, with all rights reserved, unless otherwise indicated. Previously published items are made available in accordance with the copyright policy of the publisher. ; https://researchspace.auckland.ac.nz/docs/uoa-docs/rights.htmTest ; Copyright: The author ; http://purl.org/eprint/accessRights/RestrictedAccessTest
رقم الانضمام: edsbas.7FC9DA03
قاعدة البيانات: BASE
الوصف
ردمك:9780128048290
0128048298
DOI:10.1016/b978-0-12-801238-3.99924-0