Raman Spectroscopy Classification Model

Proposes a classification model combining multi-level signal enhancement and a single-head channel attention mechanism, processing small-sample Raman spectral data with an improved deep residual shrinkage network to improve classification accuracy.

Zhiyuan, Cheng · Chen, Fangfang · Zuo, Enguang · Gong, Zhongcheng · Meng, Xiao · Li, Chenxi · Yue, Liu · Liu, Pei · Chen, Cheng · Lv, Xiaoyi · Chen, Chen

Expert Systems with Applications 2025

Specifications

准确率

{'zh': '96.23', 'en': ''} %

and AUC improved

{'zh': '1.93', 'en': '2.55'} %

and AUC increased

{'zh': '', 'en': '8.12'} %