Subject-specific identification of three dimensional foot shape deviations using statistical shape analysis

作者:

Highlights:

• Tunable statistical shape model obtained by introducing subjects’ characteristics.

• Subject-specific and objective analysis of a foot shape.

• Detection of shape deformities using statistical significance.

• Highlighted deformities on high-arched feet, flat feet, and feet with hallux valgus.

摘要

•Tunable statistical shape model obtained by introducing subjects’ characteristics.•Subject-specific and objective analysis of a foot shape.•Detection of shape deformities using statistical significance.•Highlighted deformities on high-arched feet, flat feet, and feet with hallux valgus.

论文关键词:3D foot scans,Statistical shape modelling,Personalized medicine,Outlier detection

论文评审过程:Received 23 April 2019, Revised 3 December 2019, Accepted 9 March 2020, Available online 14 March 2020, Version of Record 8 April 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.113372