Application of deep learning models in the pathological classification and staging of esophageal cancer: A focus on Wave-Vision Transformer

Figure 2 Multi-layer perceptron-based pathological recognition model for esophageal cancer. This figure visualizes the patching, feature extraction, and classification process of esophageal adenocarcinoma images using the multi-layer perceptron-based model. These three operations constitute the core components of this model. Visualizing these processes provides valuable insights into the multi-layer perceptron model’s recognition performance, facilitating a comprehensive analysis of its effectiveness[23]. MLP: Multi-layer perceptron.