A Context-Adaptive Dual Cross-Attention Fusion Framework with Incremental Learning for Robust Lung and Colon Histopathology Classification
The authors' model combines deep spatial features from the VGG13 architecture with multiple handcrafted domain features, such as colour histograms, Local Binary Patterns, and Grey-Level Co-Occurrence Matrices, using a token-based cross-attention module, and outperformed all baseline feature fusion approaches considered...