TY - GEN
T1 - Enhancing the imaging performance of electrical capacitance tomography for monitoring osseointegrated prostheses
AU - Gupta, Sumit
AU - Zhang, Tianjiao
AU - Loh, Kenneth J.
N1 - Publisher Copyright:
© 2019 SPIE.
PY - 2019
Y1 - 2019
N2 - Osseointegrated prostheses (OIP) are an alternative to traditional socket-based prostheses, since amputees can experience an unrestricted range of motion and improved sensory feedback. However, the risk of infection at the tissue-OIP interface is very high. Subcutaneous infections, if undetected at an early stage, can result in prosthesis loosening, bone fracture, and OIP mechanical failure. In order to avoid such issues, most of the current OIP monitoring techniques rely on physicians' inspections and conventional imaging techniques. Recent studies showed that electrical capacitance tomography (ECT), which is inherently noncontact and radiation-free, could potentially be used for imaging OIPs. In addition, embedded passive nanocomposites interrogated by ECT could reveal pH changes indicative of infection. However, the ECT images suffer from limited resolution. Thus, this study investigated a rotational ECT system in which the ECT electrode array is rotated with respect to its central axis to provide additional electric field interrogation patterns and corresponding measurements for solving the ECT inverse problem. The results showed that better quality images could be produced as a result of the increased number of independent boundary measurements. Furthermore, a limited region tomography algorithm was also developed and implemented to image only the region corresponding to the OIP-tissue interface. By limiting the region of interest, the ill-posed nature of the ECT inverse problem was significantly reduced, which resulted in enhanced resolution of the reconstructed images. Proof-of-concept was successfully demonstrated through laboratorybased experimental tests.
AB - Osseointegrated prostheses (OIP) are an alternative to traditional socket-based prostheses, since amputees can experience an unrestricted range of motion and improved sensory feedback. However, the risk of infection at the tissue-OIP interface is very high. Subcutaneous infections, if undetected at an early stage, can result in prosthesis loosening, bone fracture, and OIP mechanical failure. In order to avoid such issues, most of the current OIP monitoring techniques rely on physicians' inspections and conventional imaging techniques. Recent studies showed that electrical capacitance tomography (ECT), which is inherently noncontact and radiation-free, could potentially be used for imaging OIPs. In addition, embedded passive nanocomposites interrogated by ECT could reveal pH changes indicative of infection. However, the ECT images suffer from limited resolution. Thus, this study investigated a rotational ECT system in which the ECT electrode array is rotated with respect to its central axis to provide additional electric field interrogation patterns and corresponding measurements for solving the ECT inverse problem. The results showed that better quality images could be produced as a result of the increased number of independent boundary measurements. Furthermore, a limited region tomography algorithm was also developed and implemented to image only the region corresponding to the OIP-tissue interface. By limiting the region of interest, the ill-posed nature of the ECT inverse problem was significantly reduced, which resulted in enhanced resolution of the reconstructed images. Proof-of-concept was successfully demonstrated through laboratorybased experimental tests.
KW - Carbon nanotube
KW - Electrical capacitance tomography
KW - Infection
KW - Limited region tomography
KW - Osseointegrated prosthesis
KW - PH
KW - Rotational ECT
KW - Thin film
UR - http://www.scopus.com/inward/record.url?scp=85068309616&partnerID=8YFLogxK
U2 - 10.1117/12.2515406
DO - 10.1117/12.2515406
M3 - Conference contribution
AN - SCOPUS:85068309616
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2019
A2 - Lynch, Jerome P.
A2 - Huang, Haiying
A2 - Sohn, Hoon
A2 - Wang, Kon-Well
PB - SPIE
T2 - Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems 2019
Y2 - 4 March 2019 through 7 March 2019
ER -