Prediction of tumor size in patients with invasive ductal carcinoma using FT-IR spectroscopy combined with chemometrics: a preliminary study - Zhu, Zhimin; Chen, Cheng; Chen, Chen; Yan, Ziwei; Chen, Fangfang; Yang, Bo; Zhang, Huiting; Han, Huijie; Lv, Xiaoyi (Analytical and bioanalytical chemistry, 2021)
Keywords: Algorithms; Analysis; Analytical Chemistry; Back propagation; Back propagation networks; Biochemistry; blood serum; Breast cancer; breast neoplasms; carcinoma; Characterization and Evaluation of Materials; Chemistry; Chemistry and Materials Science; Chemometrics; Diagnostic systems; diagnostic techniques; Diameters; early diagnosis; Evaluation; Food Science; Fourier transform infrared spectroscopy; Fourier transforms; Genetic algorithms; Infrared spectroscopy; Laboratory Medicine; Mathematical models; Medical imaging; Methods; Monitoring/Environmental Analysis; Neural networks; Particle swarm optimization; Patients; prediction; prognosis; Research Paper; Spectroscopic analysis; Spectrum analysis; Support vector machines; Surgery; Test sets; Trauma; Tumors; China; Chemometric methods; GS-SVR; GA-BP-ANN; Fourier transform infrared spectroscopy; Tumor size; PSO-BP-ANN