What’s New in Orthopaedic Trauma

Bogdan, Yelena; Vallier, Heather A.

doi:10.2106/jbjs.22.00261

Cited by 1 publication

(1 citation statement)

References 33 publications

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“…With the increasing trend of global aging, femoral surgery accounts for a large proportion of all surgical clinics. For the treatment of local bone damage and necrosis, the most common method for doctors is to use orthopedic implants to replace the original part of the bone [2], so as to achieve the restoration of bone anatomical morphology and specific biological functions.…”

Section: Introductionmentioning

confidence: 99%

Anatomical Feature Segmentation of Femur Point Cloud Based on Medical Semantics

Chen¹

2023

Molecular &Amp; Cellular Biomechanics

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Feature segmentation is an essential phase for geometric modeling and shape processing in anatomical study of human skeleton and clinical digital treatment of orthopedics. Due to various degrees of freedom of bone surface, the existing segmentation algorithms can hardly meet specific medical need. To address this, a novel segmentation methodology for anatomical features of femur model based on medical semantics is put forward. First, anatomical reference objects (ARO) are created to represent typical characteristics of femur anatomy by 3D point fitting in combination with medical priori knowledge. Then, local point clouds between adjacent anatomies are selected according to the AROs to extract boundary feature point (BFP)s. Finally, the complete model of femur is divided into anatomical regions by executing the enhanced watershed algorithm guided with BFPs. Experimental results show that the proposed method has the advantages of automatic segmentation of femoral head, neck and other complex areas, and the segmentation results have better medical semantics. In addition, the slight modification of segmentation results can be achieved by adjusting a few threshold parameter values, which improves the convenience of modification for ordinary users.

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Section: Introductionmentioning

confidence: 99%

Anatomical Feature Segmentation of Femur Point Cloud Based on Medical Semantics

Chen¹

2023

Molecular &Amp; Cellular Biomechanics

View full text Add to dashboard Cite

show abstract

What’s New in Orthopaedic Trauma

Cited by 1 publication

References 33 publications

Anatomical Feature Segmentation of Femur Point Cloud Based on Medical Semantics

Anatomical Feature Segmentation of Femur Point Cloud Based on Medical Semantics

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