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A Holistically-Nested U-Net: Surgical Instrument Segmentation Based on Convolutional Neural Network

Surgical instrument segmentation is an essential task in the domain of computer-assisted surgical system. It is critical to increase the context-awareness of surgeons during the operation. We propose a new model based on the U-Net architecture for surgical instrument segmentation, which aggregates m...

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Bibliografische gegevens
Gepubliceerd in:J Digit Imaging
Hoofdauteurs: Yu, Lingtao, Wang, Pengcheng, Yu, Xiaoyan, Yan, Yusheng, Xia, Yongqiang
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Springer International Publishing 2019
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7165208/
https://ncbi.nlm.nih.gov/pubmed/31595347
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-019-00277-1
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