ArticleBiomechanics and modeling in mechanobiology2020
Predictive prosthetic socket design: part 1-population-based evaluation of transtibial prosthetic sockets by FEA-driven surrogate modelling.
Article in Biomechanics and modeling in mechanobiology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 67 citations in OpenAlex.
- Toward predictive prosthetic socket modeling: Preliminary linear regression models of transradial limb-socket geometry.PLOS digital health · 2026Article
- Prediction of Massage Force and Intra-abdominal Wall Deformation During Massage by a Digital Twin Model Based on an Abdominal Finite Element Model.Annals of biomedical engineering · 2026Article
- Toward a Digitally Informed Knitted Prosthetic Interface With Graded Stiffness to Enhance Comfort in Transtibial Amputees: Proof-of-Concept Case Study.JMIR rehabilitation and assistive technologies · 2026Article
- PACT: A practice-driven predictive algorithm for customized transradial prosthetic socket design.PloS one · 2026Article
- Article
- A preliminary comparison of prosthetic socket liner strain determined using digital image correlation and finite element analysis.PloS one · 2026Article
- OpenHands: An Open-Source Statistical Shape Model of the Finger Bones.Annals of biomedical engineering · 2024Article
- Bioinspired Design of 3D-Printed Cellular Metamaterial Prosthetic Liners for Enhanced Comfort and Stability.Biomimetics (Basel, Switzerland) · 2024Article
- Accuracy, Repeatability, and Reproducibility of a Hand-Held Structured-Light 3D Scanner across Multi-Site Settings in Lower Limb Prosthetics.Sensors (Basel, Switzerland) · 2024Article
- Preliminary characterization of rectification for transradial prosthetic sockets.Scientific reports · 2024Article
- Numerical Analysis of a Transtibial Prosthesis Socket Using 3D-Printed Bio-Based PLA.Materials (Basel, Switzerland) · 2023Article
- Exoskeletal solutions to enable mobility with a lower leg fracture in austere environments.Wearable technologies · 2023Review
- Developing a control framework for self-adjusting prosthetic sockets incorporating tissue injury risk estimation and generalized predictive control.Biomedical engineering letters · 2022Article
- Dimensionality Reduction in Surrogate Modeling: A Review of Combined Methods.Data science and engineering · 2022Review
- Design of a Single Layer Metamaterial for Pressure Offloading of Transtibial Amputees.Journal of biomechanical engineering · 2021Article
- Effects of Prosthetic Socket Design on Residual Femur Motion Using Dynamic Stereo X-Ray - A Preliminary Analysis.Frontiers in bioengineering and biotechnology · 2021Article
- Developing an Analogue Residual Limb for Comparative DVC Analysis of Transtibial Prosthetic Socket Designs.Materials (Basel, Switzerland) · 2020Article
- Predictive prosthetic socket design: part 2-generating person-specific candidate designs using multi-objective genetic algorithms.Biomechanics and modeling in mechanobiology · 2020Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
It has been proposed that finite element analysis can complement clinical decision making for the appropriate design and manufacture of prosthetic sockets for amputees. However, clinical translation has not been achieved, in part due to lengthy solver times and the complexity involved in model development. In this study, a parametric model was created, informed by variation in (i) population-driven residuum shape morphology, (ii) soft tissue compliance and (iii) prosthetic socket design. A Kriging surrogate model was fitted to the response of the analyses across the design space enabling prediction for new residual limb morphologies and socket designs. It was predicted that morphological variability and prosthetic socket design had a substantial effect on socket-limb interfacial pressure and shear conditions as well as sub-dermal soft tissue strains. These relationships were investigated with a higher resolution of anatomical, surgical and design variability than previously reported, with a reduction in computational expense of six orders of magnitude. This enabled real-time predictions (1.6 ms) with error vs the analytical solutions of < 4 kPa in pressure at residuum tip, and < 3% in soft tissue strain. As such, this framework represents a substantial step towards implementation of finite element analysis in the prosthetics clinic.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.