Adaptive Bidirectional Task Interaction for Joint Segmentation and Classification of Breast Ultrasound
The method addresses limitations in breast ultrasound analysis where segmenting lesions and classifying them are done separately. It introduces a framework with 'multi-level decoder interaction' and 'uncertainty-aware adaptive coordination' to allow segmentation and classification streams to communicate bidirectionally during spatial reconstruction. This results in competitive performance on breast ultrasound datasets.