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Releases: PengchengShi1220/NexToU

NexToU v1.2

16 Jun 15:02
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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

29 Mar 17:19
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NexToU v1.1, upgraded with residual convolutional layers, built on the nnU-Net V2 (v2.0).

NexToU v1.0

26 Mar 05:57
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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.