Automatic Focus Adjustment for Single-Spot Tissue Temperature Control in Robotic Laser Surgery

This paper reports on a study whose goal is to control the tissue temperature at a specific spot during laser surgery, for the purpose of, inducing coagulation or sealing blood vessels. We propose a solution that relies on the automatic adjustment of the laser focus (and thus how concentrated the laser beam is), combined with the use of an infrared thermal camera for non-contact temperature monitoring. One of the main challenges in the control of thermal laser-tissue interactions is that these interactions can be hard to predict due to the inherent variability in the molecular composition of biological tissue. To tackle this challenge, we explore two different control approaches: (1) a model-less controller using a Proportional-Integral (PI) formulation, whose gains are set via a tuning procedure performed on laboratory-made tissue phantoms; and (2) a model-based controller using an adaptive formulation that makes it robust to tissue variability. We report on experiments, performed on four types of tissue specimens, showing that both controllers can consistently achieve temperature tracking with a Root-Mean-Square Error (RMSE) <inline-formula> <tex-math notation="LaTeX">$\approx$ </tex-math></inline-formula> 1 °C.

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Publication Details

Journal
IEEE Transactions on Medical Robotics and Bionics
Published
2024-09-23
DOI
https://doi.org/10.1109/tmrb.2024.3464670
Citations
2
Primary Topic
Photoacoustic and Ultrasonic Imaging
Type
article
Field-Weighted Citation Impact
0.37
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article

Automatic Focus Adjustment for Single-Spot Tissue Temperature Control in Robotic Laser Surgery

Loris Fichera, Nicholas Pacheco, Siavash Farzan, Chaitanya S. Gaddipati
2 citations
IEEE Transactions on Medical Robotics and Bionics
Photoacoustic and Ultrasonic Imaging
0.37
article

Automatic Focus Adjustment for Single-Spot Tissue Temperature Control in Robotic Laser Surgery

Loris Fichera, Nicholas Pacheco, Siavash Farzan, Chaitanya S. Gaddipati
article en
2 citations

Abstract

This paper reports on a study whose goal is to control the tissue temperature at a specific spot during laser surgery, for the purpose of, inducing coagulation or sealing blood vessels. We propose a solution that relies on the automatic adjustment of the laser focus (and thus how concentrated the laser beam is), combined with the use of an infrared thermal camera for non-contact temperature monitoring. One of the main challenges in the control of thermal laser-tissue interactions is that these interactions can be hard to predict due to the inherent variability in the molecular composition of biological tissue. To tackle this challenge, we explore two different control approaches: (1) a model-less controller using a Proportional-Integral (PI) formulation, whose gains are set via a tuning procedure performed on laboratory-made tissue phantoms; and (2) a model-based controller using an adaptive formulation that makes it robust to tissue variability. We report on experiments, performed on four types of tissue specimens, showing that both controllers can consistently achieve temperature tracking with a Root-Mean-Square Error (RMSE) <inline-formula> <tex-math notation="LaTeX">$\approx$ </tex-math></inline-formula> 1 °C.

IEEE Transactions on Medical Robotics and BionicsVol. 6(4)
Worcester Polytechnic Institute (US), California Polytechnic State University (US)
Openalex Percentile: Top 43%
Photoacoustic and Ultrasonic Imaging
0.37
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Automatic Focus Adjustment for Single-Spot Tissue Temperature Control in Robotic Laser Surgery — Loris Fichera, Nicholas Pacheco, et al. · IEEE Transactions on Medical Robotics and Bionics (2024) | TGRS Research Map | TGRS