基于太赫兹光谱数据和卷积神经网络的脑胶质瘤EGFR扩增状态预测

赵小燕^1,^*, 郑绍文¹, 吴先毫¹, 孙志延^2,³, 陶锐^2,³, 张天尧¹, 袁媛¹, 刘幸⁴, 周大彪^2,³, 张朝晖¹, 杨沛^2,^3,^*

Prediction of EGFR Amplification Status of Glioma Based on Terahertz Spectral Data With Convolutional Neural Networks

ZHAO Xiao-yan^1,^*, ZHENG Shao-wen¹, WU Xian-hao¹, SUN Zhi-yan^2,³, TAO Rui^2,³, ZHANG Tian-yao¹, YUAN Yuan¹, LIU Xing⁴, ZHOU Da-biao^2,³, ZHANG Zhao-hui¹, YANG Pei^2,^3,^*

基于太赫兹光谱二维图像数据的模型结构图 (a): CNN; (b): FFCNN; (c): MFCNN