论文标题

金字塔 - 焦点夸大:逐步焦点的医学图像分割

Pyramid-Focus-Augmentation: Medical Image Segmentation with Step-Wise Focus

论文作者

Thambawita, Vajira, Hicks, Steven, Halvorsen, Pål, Riegler, Michael A.

论文摘要

胃肠道中发现的细分是一项具有挑战性但也是一项重要任务,这是足够自动决策支持系统的重要建筑石材。在这项工作中,我们介绍了Medico 2020任务的解决方案,该任务的重点是结肠息肉分割的问题。我们提出了使用增强方法的简单但有效的想法,该方法以金字塔状的方式(大到小)进行分割。我们的结果表明,所提出的方法可作为缩进,并且在与其他方法竞争时也可以带来可比的结果。

Segmentation of findings in the gastrointestinal tract is a challenging but also an important task which is an important building stone for sufficient automatic decision support systems. In this work, we present our solution for the Medico 2020 task, which focused on the problem of colon polyp segmentation. We present our simple but efficient idea of using an augmentation method that uses grids in a pyramid-like manner (large to small) for segmentation. Our results show that the proposed methods work as indented and can also lead to comparable results when competing with other methods.

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