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An FBG-based Stiffness Estimation Sensor for In-vivo Diagnostics

Publication ,  Conference
Moradkhani, B; Kheradmand, P; Jella, H; Yamamoto, KK; Tofangchi, A; Codd, PJ; Chitalia, Y
Published in: 2024 International Symposium on Medical Robotics, ISMR 2024
January 1, 2024

In-vivo tissue stiffness identification can be useful in pulmonary fibrosis diagnostics and minimally invasive tumor identification, among many other applications. In this work, we propose a palpation-based method for tissue stiffness estimation that uses a sensorized beam buckled onto the surface of a tissue. Fiber Bragg Gratings (FBGs) are used in our sensor as a shape-estimation modality to get realtime beam shape, even while the device is not visually monitored. A mechanical model is developed to predict the behavior of a buckling beam and is validated using finite element analysis and bench-top testing with phantom tissue samples (made of PDMS and PA-Gel). Bench-top estimations were conducted and the results were compared with the actual stiffness values. Mean RMSE and standard deviation (from the actual stiffnesses) values of 413.86 KPa and 313.82 KPa were obtained. Estimations for softer samples were relatively closer to the actual values. Ultimately, we used the stiffness sensor within a mock concentric tube robot as a demonstration of in-vivo sensor feasibility. Bench-top trials with and without the robot demonstrate the effectiveness of this unique sensing modality in in-vivo applications.

Duke Scholars

Published In

2024 International Symposium on Medical Robotics, ISMR 2024

DOI

Publication Date

January 1, 2024
 

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Moradkhani, B., Kheradmand, P., Jella, H., Yamamoto, K. K., Tofangchi, A., Codd, P. J., & Chitalia, Y. (2024). An FBG-based Stiffness Estimation Sensor for In-vivo Diagnostics. In 2024 International Symposium on Medical Robotics, ISMR 2024. https://doi.org/10.1109/ISMR63436.2024.10585577
Moradkhani, B., P. Kheradmand, H. Jella, K. K. Yamamoto, A. Tofangchi, P. J. Codd, and Y. Chitalia. “An FBG-based Stiffness Estimation Sensor for In-vivo Diagnostics.” In 2024 International Symposium on Medical Robotics, ISMR 2024, 2024. https://doi.org/10.1109/ISMR63436.2024.10585577.
Moradkhani B, Kheradmand P, Jella H, Yamamoto KK, Tofangchi A, Codd PJ, et al. An FBG-based Stiffness Estimation Sensor for In-vivo Diagnostics. In: 2024 International Symposium on Medical Robotics, ISMR 2024. 2024.
Moradkhani, B., et al. “An FBG-based Stiffness Estimation Sensor for In-vivo Diagnostics.” 2024 International Symposium on Medical Robotics, ISMR 2024, 2024. Scopus, doi:10.1109/ISMR63436.2024.10585577.
Moradkhani B, Kheradmand P, Jella H, Yamamoto KK, Tofangchi A, Codd PJ, Chitalia Y. An FBG-based Stiffness Estimation Sensor for In-vivo Diagnostics. 2024 International Symposium on Medical Robotics, ISMR 2024. 2024.

Published In

2024 International Symposium on Medical Robotics, ISMR 2024

DOI

Publication Date

January 1, 2024