Statements (30)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
gptkb:convolutional_neural_network |
| gptkbp:application |
computer vision
biomedical imaging |
| gptkbp:author |
gptkb:Yi_Ding
gptkb:Lin_Yang gptkb:Feng_Xing gptkb:Jianming_Liang gptkb:Jingxin_Liang gptkb:Md_Mahfuzur_Rahman_Siddiquee gptkb:Michael_B._Gotway gptkb:Nima_Tajbakhsh gptkb:Roman_Z._Wang gptkb:Zongwei_Zhou |
| gptkbp:basedOn |
gptkb:U-Net
|
| gptkbp:citation |
over 2000
|
| gptkbp:designedFor |
medical image segmentation
|
| gptkbp:feature |
deep supervision
dense skip connections nested skip pathways |
| https://www.w3.org/2000/01/rdf-schema#label |
U-Net++
|
| gptkbp:improves |
gptkb:U-Net
|
| gptkbp:introducedIn |
2018
|
| gptkbp:notablePublication |
gptkb:UNet++:_A_Nested_U-Net_Architecture_for_Medical_Image_Segmentation
https://arxiv.org/abs/1807.10165 |
| gptkbp:openSource |
gptkb:GitHub
|
| gptkbp:proposedBy |
gptkb:Zongwei_Zhou
|
| gptkbp:publishedIn |
gptkb:MICCAI_2018
|
| gptkbp:bfsParent |
gptkb:U-Net
|
| gptkbp:bfsLayer |
6
|