Author

Jiangtao Liu

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Sep 2026

DT-MSMamba: dual-teacher consensus with multi-scale Mamba-CNN interaction for semi-supervised 3D medical image segmentation

Although accurate semi-supervised 3D medical image segmentation is vital for clinical diagnostics, existing approaches face two critical bottlenecks. On the one hand, most traditional networks struggle to simultaneously capture global contextual information and preserve fine-grained edge details in their architecture....

Chao Zhang, Bi-Yuan Li, Jin-Ying Ma et al. · Measurement science and tech... · 0 citations

Open access Jul 2026

Seed-net: structure-enhanced encoder-decoder network via dual-attention bridge for 2D medical image segmentation

Results indicate that SEED-Net can effectively preserve fine structural details, reduce background interference, and produce accurate lesion boundaries, showing its potential for reliable MIS.

Zi-Kai Wang, Bi-Yuan Li, Jin-Ying Ma et al. · Physica Scripta · 0 citations