Multi-level dilated residual network for biomedical image segmentation

We propose a novel multi-level dilated residual neural network, an extension of the classical U-Net architecture, for biomedical image segmentation. U-Net is the most popular deep neural architecture for biomedical image segmentation, however, despite being state-of-the-art, the model has a few limi...

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Vydáno v:Sci Rep
Hlavní autoři: Gudhe, Naga Raju, Behravan, Hamid, Sudah, Mazen, Okuma, Hidemi, Vanninen, Ritva, Kosma, Veli-Matti, Mannermaa, Arto
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group UK 2021
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8266898/
https://ncbi.nlm.nih.gov/pubmed/34238940
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-93169-w
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