Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
gptkb:convolutional_neural_network |
| gptkbp:application |
computer vision
biomedical imaging |
| gptkbp:architecture |
encoder-decoder
|
| gptkbp:basedOn |
gptkb:U-Net
|
| gptkbp:citation |
gptkb:UNet++:_A_Nested_U-Net_Architecture_for_Medical_Image_Segmentation
10.1007/978-3-030-00889-5_1 |
| gptkbp:contribution |
redesigned skip connections
|
| gptkbp:designedFor |
medical image segmentation
|
| https://www.w3.org/2000/01/rdf-schema#label |
UNet++
|
| gptkbp:improves |
segmentation accuracy
|
| gptkbp:openSource |
gptkb:GitHub
|
| gptkbp:proposedBy |
gptkb:Zongwei_Zhou
2018 |
| gptkbp:publishedIn |
gptkb:MICCAI_2018
|
| gptkbp:uses |
deep supervision
nested skip pathways |
| gptkbp:bfsParent |
gptkb:UNet_architecture
gptkb:UNET |
| gptkbp:bfsLayer |
7
|