Multi-scale Convolutional Neural Networks for Lung Nodule Classification論文記錄
多尺度卷積神經網絡的肺結節分類 摘要 與傳統研究主要依賴於結節分割進行區域分析不同，我們解決了一個更有挑戰性的問題，即直接建模原始結節斑塊，而不需要事先定義結節形態。提出了一個分級學習框架|多尺度卷積神經網絡(MCNN)|通過從交替堆疊的層中提取鑑別特徵來捕獲結節的異質性。特別是，爲了充分量化結節特徵，我們的框架利用多尺度結節斑塊，通過將每個輸入尺度的最後一層得到的響應神經元激活串聯起來，同時學習
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相關文章
- 1. 論文《Convolutional Neural Networks for Sentence Classification》總結
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