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3D-BoxSup: Positive-Unlabeled Learning of Brain Tumor Segmentation Networks From 3D Bounding Boxes

Accurate segmentation is an essential task when working with medical images. Recently, deep convolutional neural networks achieved a state-of-the-art performance for many segmentation benchmarks. Regardless of the network architecture, the deep learning-based segmentation methods view the segmentati...

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Bibliografske podrobnosti
izdano v:Front Neurosci
Main Authors: Xu, Yanwu, Gong, Mingming, Chen, Junxiang, Chen, Ziye, Batmanghelich, Kayhan
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7199456/
https://ncbi.nlm.nih.gov/pubmed/32410939
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2020.00350
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