BriefGPT.xyz
Jun, 2018
Y-Net:用于息肉检测的深度卷积神经网络
Y-Net: A deep Convolutional Neural Network for Polyp Detection
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Ahmed Mohammed, Sule Yildirim, Ivar Farup, Marius Pedersen, Øistein Hovde
TL;DR
为解决结直肠息肉在早期检测中发现率低、训练数据有限、多样性大等问题,本文提出使用Y-Net深度学习方法,提高了息肉检测的F1分数7.3%和召回率13%。
Abstract
colorectal polyps
are important precursors to colon cancer, the third most common cause of cancer mortality for both men and women. It is a disease where
early detection
is of crucial importance.
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