Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage

Simulation studies, such as finite element (FE) modeling, provide insight into knee joint mechanics without patient involvement. Generic FE models mimic the biomechanical behavior of the tissue, but overlook variations in geometry, loading, and material properties of a population. Conversely, subjec...

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Vydáno v:	Scientific reports Ročník 14; číslo 1; s. 2748 - 12
Hlavní autoři:	Kakavand, Reza, Palizi, Mehrdad, Tahghighi, Peyman, Ahmadi, Reza, Gianchandani, Neha, Adeeb, Samer, Souza, Roberto, Edwards, W. Brent, Komeili, Amin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	London Nature Publishing Group UK 02.02.2024 Nature Publishing Group Nature Portfolio
Témata:	639/166/985 639/705/1042 Automation Biomechanics Cartilage (articular) Femur Humanities and Social Sciences Image processing Knee Mathematical models multidisciplinary Science Science (multidisciplinary) Strain Tibia
ISSN:	2045-2322, 2045-2322
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