Spectroscopy and Spectral Analysis, Volume. 41, Issue 10, 3123(2021)
Spectral Discrimination of Rabbit Liver VX2 Tumor and Normal Tissue Based on Genetic Algorithm-Support Vector Machine
Fig. 1. Experimental apparatus for measuring VX2 tumor tissue and normal tissue in rabbit liver
Fig. 2. Reflection of VX2 tumor tissue and normal tissue in rabbit liver (a) and spectral reflection of normal liver tissue in non-bleeding living body, VX2 tumor tissue in non-bleeding living body, normal liver tissue in bleeding isolated and VX2 tumor tissue in bleeding isolated (b)
Fig. 3. The predicted and true values of two categories (a) and four categories (b) of SVM parameters are optimized by using 5-K cross validation
Fig. 4. Fitness curves (a) and (b), classification results (c) and (d) of Two categories and Four categories optimized by genetic algorithm
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Chen-yang LIU, Huang-rong XU, Feng DUAN, Tai-sheng WANG, Zhen-wu LU, Wei-xing YU. Spectral Discrimination of Rabbit Liver VX2 Tumor and Normal Tissue Based on Genetic Algorithm-Support Vector Machine[J]. Spectroscopy and Spectral Analysis, 2021, 41(10): 3123
Category: Research Articles
Received: Sep. 11, 2020
Accepted: --
Published Online: Oct. 29, 2021
The Author Email: Chen-yang LIU (chenyang9015@163.com)