Segmentation of dermoscopy images based on deformable 3D convolution and ResU-NeXt +.
Melanoma is one of the most dangerous skin cancers. The current melanoma segmentation is mainly based on FCNs (fully connected networks) and U-Net. Nevertheless, these two kinds of neural networks are prone to parameter redundancy, and the gradient of neural networks disappears that occurs when the...
| Publicado en: | Medical & Biological Engineering & Computing Vol. 59; no. 9; pp. 1815 - 1833 |
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| Autores principales: | , , , , |
| Formato: | Journal Article |
| Publicado: |
Springer Nature
Sep2021
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| Acceso en línea: | Ver este registro en EBSCOhost |