Releases: PengchengShi1220/NexToU
Releases · PengchengShi1220/NexToU
NexToU v1.2
NexToU v1.2: Upgraded with get_3d_sincos_pos_embed_from_grid
for divisible by 2, ensuring the initial feature number can be 32 to align with the default of the nnUNet framework. Built on nnU-Net V2 (v2.2).
NexToU v1.1
NexToU v1.1, upgraded with residual convolutional layers, built on the nnU-Net V2 (v2.0).
NexToU v1.0
Introducing our latest version of NexToU, built on the nnU-Net V2 (v2.0), and featuring enhanced stages in both encoder and decoder. NexToU includes:
- Pool GNN and SwinGNN Modules: Specifically designed for capturing global and local topological representations in 2D/3D medical images.
- Binary Topological Interaction (BTI) Module: Efficiently processes topological interactions between different anatomical structures.