Site-specific Quantification of Bone Quality using Highly Nonlinear Solitary Waves
Jinkyu Yang, Sophia Sangiorgio, Sean Borkowski, Claudio Silvestro,, Luigi De Nardo, Chiara Daraio, and Edward Ebramzadeh

TL;DR
This study introduces a novel nonlinear solitary wave sensor for site-specific, radiation-free assessment of bone quality, demonstrating its potential for clinical osteoporosis diagnosis through experiments on foam models and human cadaveric femurs.
Contribution
The paper presents a new granular crystal sensor utilizing solitary waves for accurate, site-specific bone quality measurement, advancing non-invasive osteoporosis diagnostics.
Findings
Sensor detects differences in bone quality effectively.
Accurate measurements correlate with DEXA results.
Potential for clinical application without radiation exposure.
Abstract
Osteoporosis is a well recognized problem affecting millions of individuals worldwide. Consequently, the need to effectively, efficiently, and affordably diagnose and identify those at risk is essential; moreover, site-specific assessment of bone quality is necessary, not only in the process of risk assessment, but may also be desirable for other applications. The present study evaluated a new one-dimensional granular crystal sensor, composed of a tightly packed chain of beads under Hertzian contact interaction, representing the most suitable fundamental component for solitary wave generation and propagation. First, the sensitivity of the novel sensor was tested using densities of rigid polyurethane foam, representing clinical bone quality ranging from healthy, to severely osteoporotic. Once the relationship between the signal response and known densities was established, the sensor was…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsUltrasonics and Acoustic Wave Propagation · Thermoelastic and Magnetoelastic Phenomena · Acoustic Wave Resonator Technologies
