Chao Wang

HCTNet: a hierarchical hybrid convolution-transformer network with bidirectional cross-attention fusion for brain tumor MRI classification

Accurate brain tumor classification from magnetic resonance imaging (MRI) requires modelling both fine-grained local cues, such as tumor margins and intensity heterogeneity, and long-range contextual cues, such as the spatial relationship between the lesion and the surrounding an...