TY - JOUR
T1 - Robot assisted electrical impedance scanning for tissue bioimpedance spectroscopy measurement
AU - Cheng, Zhuoqi
AU - Dall'Alba, Diego
AU - Schwaner, Kim Lindberg
AU - Fiorini, Paolo
AU - Savarimuthu, Thiusius R.
PY - 2022/5/31
Y1 - 2022/5/31
N2 - Intraoperative tissue identification is important and frequently required in modern surgical approaches for guiding operation. For this purpose, a novel robot assisted sensing system equipped with a wide-band impedance spectroscope is developed. Without introducing an external sensor probe to the operating site, the proposed system incorporates two robotic instruments for electric current excitation and voltage measurement. Based on the developed measurement strategy and algorithm, the electrical conductivity and permittivity of the tissue region can be calculated. Experiments based on simulation, salines and ex-vivo tissue phantoms are conducted. The experimental results demonstrate that the proposed system has a high measurement accuracy (≥97%). Through a simple support vector machine, a 100% accuracy is achieved for identifying five different tissues. Given the convincing results, the presented sensing system shows great potential in offering effective, fast, and safe tissue inspection.
AB - Intraoperative tissue identification is important and frequently required in modern surgical approaches for guiding operation. For this purpose, a novel robot assisted sensing system equipped with a wide-band impedance spectroscope is developed. Without introducing an external sensor probe to the operating site, the proposed system incorporates two robotic instruments for electric current excitation and voltage measurement. Based on the developed measurement strategy and algorithm, the electrical conductivity and permittivity of the tissue region can be calculated. Experiments based on simulation, salines and ex-vivo tissue phantoms are conducted. The experimental results demonstrate that the proposed system has a high measurement accuracy (≥97%). Through a simple support vector machine, a 100% accuracy is achieved for identifying five different tissues. Given the convincing results, the presented sensing system shows great potential in offering effective, fast, and safe tissue inspection.
KW - Bioimpedance Spectroscopy
KW - Electrodes position control
KW - Robot-Assisted Minimally Invasive Surgery
KW - Tissue identification
KW - Tri-polar sensing configuration
U2 - 10.1016/j.measurement.2022.111112
DO - 10.1016/j.measurement.2022.111112
M3 - Journal article
SN - 0263-2241
VL - 195
JO - Measurement: Journal of the International Measurement Confederation
JF - Measurement: Journal of the International Measurement Confederation
M1 - 111112
ER -