用手持探头多点测量,提升口腔癌手术中肿瘤边界定位精度
Fused electrical impedance tomography using an electromagnetically tracked handheld probe for oral cancer margin assessment: reconstruction methods and phantom validation
- 融合多点电阻抗数据重建肿瘤边界,提高成像精度
- 实测与模拟结果均显示边界定位误差小于0.5毫米
- 适合关注术中实时成像与精准切除的临床医生
口腔鳞状细胞癌(OSCC)手术中阳性边缘较常见,显著影响患者预后。电阻抗断层成像(EIT)可用于术中区分癌变组织与健康组织。本研究旨在开发并验证一种融合式EIT方法,通过手持式电阻抗探头在多个位置采集阻抗数据,实现肿瘤边界的精确重建。通过仿真与噪声分析,评估不同重建方法性能;并开展实测模型实验验证成像效果。结果表明,融合方法能准确恢复导电性边界位置,在模拟与实验结果中边界定位误差均控制在0.5毫米以内。仿真与噪声分析显示,所有重建方法在半平面边界场景下对噪声具有强鲁棒性,其中融合差分EIT因重构公式中的高数据冗余性,对各类噪声最为稳健。该多点探头实测实验为实现多位置EIT融合、提升肿瘤边界定位精度提供了关键进展,推动了可临床应用的电阻抗成像技术发展,有望显著改善OSCC患者的手术结局。
原文摘要 · Abstract (English)
Objective: Positive margins in oral squamous cell carcinoma (OSCC) resection are common and significantly impact patient outcomes. Electrical impedance tomography (EIT) can be used to intraoperatively distinguish cancer from healthy tissue. The objective of this study was to develop and identify a fused EIT approach to accurately reconstruct a tumor boundary using multiple impedance measurements recorded with a handheld electrical impedance probe. Approach: Simulations and noise analyses were used to investigate the best reconstruction method for fused EIT, and a measured phantom experiment was conducted to evaluate the EIT reconstructions. Main results: Fused approaches successfully and accurately recovered the conductivity boundary location from multiple probe sites, increasing boundary localization to within 0.5 mm of the true boundary for both simulated and experimental results. Simulations and noise analysis revealed that all reconstruction methods maintain strong classification accuracy with added noise on a half-plane boundary scenario and fused difference EIT is the most robust to all types of added noise, due to the high data redundancy in the reconstruction formulation. Significance: The measured multi-site probe experiments represent important steps in the development of an approach that can combine EIT from multiple locations to increase boundary localization accuracy. Overall, this result is a step towards a clinically deployable impedance imaging approach to scanning the entire tumor boundary, which could significantly help to improve surgical outcomes for OSCC.
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