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Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1922-1930
Authors:  Yang, Menglin;  Li, Ding;  Zhang, Wensheng
Favorite  |  View/Download:71/0  |  Submit date:2019/12/16
feature extraction  diseases  medical image processing  patient diagnosis  image segmentation  image classification  supervised learning  image annotation  thoracic disease diagnosis  weakly supervised learning  computer-aided diagnosis  coarse image-level annotations  pathological area  nonlocal aware features  fine-grained expertise  clinical diagnosis  visualisation method  chest X-ray dataset  spatial nonlocal attention mechanism  ResNet-SNA  
医学影像数据的弱监督机器学习算法研究 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  杨萌林
Adobe PDF(7418Kb)  |  Favorite  |  View/Download:242/7  |  Submit date:2019/06/24
医学影像  弱监督学习  胸部疾病诊断  分类激活图  分类算法