Attention Gated VNet3D Model for KiTS19——2019 Kidney Tumor Segmentation Challenge
This is an example of combining VNet3D and AttentionGating.(re)implemented the model with tensorflow in the paper of "Ozan Oktay, Jo Schlemper, Loic Le Folgoc, Matthew Lee, Mattias Heinrich, Kazunari Misawa, Kensaku Mori, Steven McDonagh, Nils Y Hammerla, Bernhard Kainz, Ben Glocker, Daniel Rueckert.(2018) Attention U-Net: Learning Where to Look for the Pancreas"
The following dependencies are needed:
Preprocess
follow KiTS19——2019 Kidney Tumor Segmentation Challenge project
Attention U-Net model can find from here:https://github.com/ozan-oktay/Attention-Gated-Networks
1、Kidney Segmentation