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Visual Biofeedback Tool for Quantitative Pressure Monitoring in Lower-Limb Prosthetic Sockets
- Source :
- Prosthesis, Volume 3, Issue 4, Pages 35-405, Prosthesis, Vol 3, Iss 35, Pp 394-405 (2021)
- Publication Year :
- 2021
- Publisher :
- Preprints, 2021.
-
Abstract
- Obtaining a good socket fit is an iterative process dependent on the skill and experience of the prosthetist creating it and requires individualisation based on the size and shape. There is no standard measurement system used to aid prosthetic socket creation despite the severe impacts on physical health and quality of life if one is ill fitting. Pressure sensors embedded in a prosthetic socket were used to collect data at the socket–residuum interface. To choose an interpolation method, the sensor array was simplified to a 2D grid with a border for extrapolation and tested using previously collected walking test pressure data. Four multivariable interpolation methods were evaluated to create a colour map of the pressure data. Radial basis function interpolation was chosen, as it produced a clear image with a graduated interpolation between data points, and was used to create a colour map across the surface of a 3D prosthetic socket model. For the model to be accessible to clinical audiences, a desktop application was created using PyQt to view the model. The application allowed for connection to the sensors via Bluetooth, with the pressure data updating on the 3D model in real time. Clinician feedback on the application showed the potential for a clinical product<br />however, further development informed by feedback from rehabilitation clinicians and prosthesis users is required.
- Subjects :
- medicine.medical_specialty
Computer science
medicine.medical_treatment
Interface (computing)
Extrapolation
Biofeedback
Lower limb
rehabilitation
law.invention
Bluetooth
Physical medicine and rehabilitation
Sensor array
law
amputation
medicine
Computer vision
Pressure monitoring
prosthetics
prosthetic socket
Iterative and incremental development
Rehabilitation
visual feedback
business.industry
biomedical_chemical_engineering
General Medicine
Prosthetic socket
prosthetic socket fitting
Pressure sensor
Data point
Amputation
Medicine
Artificial intelligence
business
Interpolation
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Prosthesis, Volume 3, Issue 4, Pages 35-405, Prosthesis, Vol 3, Iss 35, Pp 394-405 (2021)
- Accession number :
- edsair.doi.dedup.....edf4db555c9f661102ebfe2646e89ecf