摘要 : We propose a novel attention gate (AG) model for medical image analysis that automatically learns to focus on target structures of varying shapes and sizes. Models trained with AGs implicitly learn to suppress irrelevant regions i... 展开
作者 | Schlemper~ Jo Oktay~ Ozan Schaap~ Michiel Heinrich~ Mattias Kainz~ Bernhard Glocker~ Ben Rueckert~ Daniel |
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作者单位 | |
期刊名称 | 《Medical image analysis》 |
总页数 | 11 |
语种/中图分类号 | 英语 / R445 |
关键词 | Fully convolutional networks Image classification Localisation Segmentation Soft attention Attention gates |
馆藏号 | N2007EPST0001380 |