基于支持向量机和漫反射光谱的结直肠癌组织分类优化

M. Nogueira, Michael Amissah, Siddra Maryam, Noel Lynch, S. Killeen, Micháel O'Riordain, S. Andersson-Engels
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引用次数: 9

摘要

对支持向量机模型进行优化,利用扩展波长范围和2mm深的组织层漫反射光谱检测结直肠癌,在组织分类上的灵敏度为96.1%,特异度为95.7%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimization of tissue classification for colorectal cancer detection using support vector machines and diffuse reflectance spectroscopy
Optimizing support vector machine models for colorectal cancer detection using diffuse reflectance spectroscopy at extended wavelength ranges and tissue layers up to 2mm deep achieved 96.1% sensitivity and 95.7% specificity on tissue classification.
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