A Computational Approach to Optimize a Tapered Fiber Optic Probe with Doped Tin Oxide Bilayer Coating for Cervical Cancer Detection
摘要
Cervical cancer remains a major cause of cancer related deaths among women globally, emphasizing the need for effective detection methods. In this study, we present a novel approach using a Fluorine doped tin oxide (F-SnO2) coated tapered fiber optic probe utilizing Lossy Mode Resonance (LMR) technique, further enhanced with an Indium-doped tin oxide (In-SnO2) bilayer. Tapering factor and film thickness were optimized based on penetration depth and power studies, with ideal parameters found at a tapering factor of 1.75, monolayer thickness of 350–450 nm, and bilayer thickness of 200 nm each. Surface modification with In-SnO2 significantly boosts the sensor’s sensitivity and specificity for cervical cancer biomarkers, outperforming F-SnO2 based sensors by 6.4 times. Bilayer integration also reduces power loss by 1.88 times. Additionally, increasing film thickness from 300 nm to 700 nm results in a notable decrease in sensitivity and altered LMR emergence. These results demonstrate that the F-SnO2 or In-SnO2-coated tapered fiber probe is a highly sensitive, cost-effective, and promising tool for early-stage cervical cancer detection, paving the way for timely diagnosis and improved patient care.