Fig 1. Overview of our proposed DECTNet approach with dual-encoder-single-decoder structure.

DECTNet consists of four components: Convolution-based encoder, Swin Transformer-based encoder, Feature Fusion decoder, and Deep Supervision module. The detailed composition of each component is described in the following sections.