Publications by authors named "Lipu Zhou"
Anal Methods
January 2025
Article Synopsis
- Classifying gliomas by grade is crucial for personalized surgical planning, improving patient prognosis.
- Raman spectroscopy aids in real-time diagnosis but faces challenges due to similar spectral characteristics of high-grade and low-grade gliomas compared to normal tissue.
- The study introduces the Multi-Scale Convolutional Attention Residual Network (M-SCA ResNet), which outperformed traditional methods with over 85% accuracy in classifying different tissue types and utilized Grad-CAM for better interpretability of the model's decisions.
