太赫兹辐射
光谱学
主成分分析
太赫兹光谱与技术
创伤性脑损伤
计算机科学
生物医学工程
医学
人工智能
材料科学
光电子学
物理
量子力学
精神科
作者
Yuye Wang,Guoqiang Wang,Degang Xu,Bozhou Jiang,Meilan Ge,Limin Wu,Chuanyan Yang,Ning Mu,Shi Wang,Tunan Chen,Chao Chang,Hua Feng,Jianquan Yao
摘要
In this paper, a novel strategy for diagnosis of bTBI is proposed by measuring terahertz (THz) spectroscopy of serum in a rat model. A compressed air-driven shock wave generator was used to establish bTBI model of rats. It was validated by a neurological deficit assessment method. The spectral differences of serum for different degrees of bTBI rats have been demonstrated by THz time-domain spectroscopy (THz-TDS). Moreover, based on the THz spectra of serum, the principal component analysis (PCA) and support vector machine (SVM) were performed to automatically identify the degrees of bTBI. The results indicate that THz spectroscopy could provide a sensitive, rapid and label-free diagnosis method for bTBI.
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