Minimally Invasive Temperature Mapping for Laser Ablation: A Preliminary Study on Ex Vivo Livers

The optimization of laser ablation (LA) surgical procedures—specifically for the treatment of tumors—requires evaluating the temperature distribution across the entire area under treatment (e.g., the tumor volume). However, minimally invasive temperature sensors can only provide information in a limited number of points. Therefore, an effective prediction algorithm is required to reconstruct the temperature map for the entire heat affected tissue from as few temperature measurements as possible. This work presents an approach for predicting the temperature around the laser delivery fiber, based on the thermal Green’s function, where patient-specific tissue thermal parameters are obtained through a fitting procedure using measurement of the temperature evolution at known locations. The proposed method is independent of the specific temperature sensor used; in the experiments reported, the temperature was measured both at the prediction points and at validation points using a quasi-distributed sensor composed of dense fiber Bragg grating (FBG) arrays, written with a femtosecond laser. A preliminary validation under ideal conditions, represented by ex vivo cases, has been performed through a series of experiments on bovine liver samples. The obtained results demonstrate that it is possible to predict the temperature distribution across the entire ablated area, with errors well below the commonly accepted uncertainty for treatments of this type.

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Journal
IEEE Transactions on Instrumentation and Measurement
Published
2025-01-01
DOI
https://doi.org/10.1109/tim.2025.3551467
Primary Topic
Spectroscopy Techniques in Biomedical and Chemical Research
Type
article
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article

Minimally Invasive Temperature Mapping for Laser Ablation: A Preliminary Study on Ex Vivo Livers

Guido Perrone, G. Coppa, Aurora Bellone, Massimo Olivero et al.
IEEE Transactions on Instrumentation and Measurement
Spectroscopy Techniques in Biomedical and Chemical Research
article

Minimally Invasive Temperature Mapping for Laser Ablation: A Preliminary Study on Ex Vivo Livers

Guido Perrone, G. Coppa, Aurora Bellone, Massimo Olivero, Alberto Vallan
article en

Abstract

The optimization of laser ablation (LA) surgical procedures—specifically for the treatment of tumors—requires evaluating the temperature distribution across the entire area under treatment (e.g., the tumor volume). However, minimally invasive temperature sensors can only provide information in a limited number of points. Therefore, an effective prediction algorithm is required to reconstruct the temperature map for the entire heat affected tissue from as few temperature measurements as possible. This work presents an approach for predicting the temperature around the laser delivery fiber, based on the thermal Green’s function, where patient-specific tissue thermal parameters are obtained through a fitting procedure using measurement of the temperature evolution at known locations. The proposed method is independent of the specific temperature sensor used; in the experiments reported, the temperature was measured both at the prediction points and at validation points using a quasi-distributed sensor composed of dense fiber Bragg grating (FBG) arrays, written with a femtosecond laser. A preliminary validation under ideal conditions, represented by ex vivo cases, has been performed through a series of experiments on bovine liver samples. The obtained results demonstrate that it is possible to predict the temperature distribution across the entire ablated area, with errors well below the commonly accepted uncertainty for treatments of this type.

IEEE Transactions on Instrumentation and MeasurementVol. 74
Politecnico di Torino (IT)
Zero hunger, Climate action
Openalex Percentile: Top 96%
Spectroscopy Techniques in Biomedical and Chemical Research
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Minimally Invasive Temperature Mapping for Laser Ablation: A Preliminary Study on Ex Vivo Livers — Guido Perrone, G. Coppa, et al. · IEEE Transactions on Instrumentation and Measurement (2025) | TGRS Research Map | TGRS