Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
gptkb:convolutional_neural_network |
| gptkbp:application |
biomedical imaging
segmentation of medical images |
| gptkbp:architectureBasedOn |
gptkb:U-Net
|
| gptkbp:citation |
over 1000
|
| gptkbp:designedFor |
medical image segmentation
|
| https://www.w3.org/2000/01/rdf-schema#label |
MultiResUNet
|
| gptkbp:improves |
gptkb:U-Net
|
| gptkbp:input |
2D images
|
| gptkbp:introducedIn |
2019
|
| gptkbp:language |
gptkb:Python
|
| gptkbp:notableFeature |
MultiRes blocks
Res paths |
| gptkbp:openSource |
gptkb:GitHub
|
| gptkbp:output |
segmentation masks
|
| gptkbp:platform |
gptkb:TensorFlow
gptkb:Keras |
| gptkbp:proposedBy |
M. Sohel Rahman
Nabil Ibtehaz |
| gptkbp:publishedIn |
gptkb:Pattern_Recognition_Letters
|
| gptkbp:uses |
residual connections
multi-resolution analysis |
| gptkbp:bfsParent |
gptkb:UNet_architecture
|
| gptkbp:bfsLayer |
7
|