A novel approach to smart-assisted schizophrenia screening based on Raman spectroscopy and deep learning - Xiao, Meng; Xiaokaiti, Sulidan; Shang, Meng; Xu, Pan; Zhu, Xiaofen (Scientific reports, 2025)
Keywords: 631/114; 631/443; 631/45; 639/624; 692/308; 692/617; 692/699; Adult; Biomarkers; Body fluids; Carotenoids; Deep Learning; Disease; Female; Health care; Humanities and Social Sciences; Humans; Lipids; Male; Markov Chains; Medical diagnose; Medical screening; Mental disorders; Methods; multidisciplinary; Neural networks; Neural Networks, Computer; Proteins; Raman spectroscopy; Schizophrenia; Schizophrenia - blood; Schizophrenia - diagnosis; Science; Science (multidisciplinary); Signal processing; Spectral analysis; Spectrum analysis; Spectrum Analysis, Raman - methods; Time series; Triglycerides; Deep learning; Schizophrenia; Medical diagnose; Raman spectroscopy