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[IEEE 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Berlin, Germany (2019.7.23-2019.7.27)] 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Hyperspectral imaging for thermal effect monitoring in in vivo liver during laser ablation

DOI:10.1109/EMBC.2019.8856487 出版年份:2019 更新时间:2025-09-16 10:30:52
摘要: Thermal ablation is a minimally invasive technique used to induce a controlled necrosis of malignant cells by increasing the temperature in localized areas. This procedure needs an accurate and real-time monitoring of thermal effects to evaluate and control treatment outcome. In this work, a hyperspectral imaging (HSI) technique is proposed as a new and non-invasive method to monitor ablative therapy. HSI provides images of the target object in several spectral bands, hence the reflectance/absorbance spectrum for each pixel. This paper presents a preliminary and original HSI-based analysis of the thermal state in the in vivo porcine liver undergoing laser ablation. In order to compare the spectral response between treated and untreated areas of the organ, proper Regions of Interest (ROIs) were chosen on the hyperspectral images; for each ROI, the absorbance variation for the selected wavelengths (i.e., 630, 760, and 960nm, for deoxyhemoglobin, methemoglobin, and water respectively) was assessed. Results obtained during and after laser ablation show that the absorbance of the methemoglobin peaks increases up to 40% in the burned region with respect to the non-ablated one. Conversely, the relative change of deoxyhemoglobin and water peaks is less marked. Based on these results, absorbance threshold values were retrieved and used to visualize the ablation zone on the images. This preliminary analysis suggests that a combination of the absorbance information is essential to achieve a more accurate identification of the ablation region. The results encourage further studies on the correlation between thermal effects and the spectral response of biological tissues undergoing thermal ablation, for final clinical use.
作者: M. De Landro,P. Saccomandi,M. Barberio,E. Schena,M. Diana,J. Marescaux
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Investigating the use of hyperspectral imaging (HSI) as a non-invasive method to monitor thermal effects during laser ablation in in vivo porcine liver.

The study demonstrates that hyperspectral imaging can detect measurable variations in the spectral response of ablated tissue, particularly at wavelengths associated with tissue chromophores. This suggests HSI's potential as a non-invasive method for monitoring thermal damage during ablation procedures. Further research is needed to refine data processing techniques and understand the physiological phenomena underlying optical tissue behavior during ablation.

The study is preliminary, with a focus on a single animal model. The proximity of ROIs to needles may have affected spectral data. Further experimental and theoretical analysis is needed to fully understand the optical tissue behavior during ablation.

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