MPCNet: multi-scale decomposition network with perception weaving and context-aware fusion for robust 2D medical image classification.

Objective.Accurate medical image classification is crucial for improving diagnostic efficiency and reliability. However, existing approaches face significant challenges in modeling global dependencies, balancing fine-grained and coarse-grained featur…

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