Table 1 The classification results of manually and automatically segmented nodules
Annotation | Feature Set | AUC |
|---|---|---|
Manual | 4 Selected Features (\(FS_{nv}\)) | 0.8874 |
Manual | 2 Selected Texture Features (\(FS_n\)) by [9] | 0.8595 |
Manual | 2 Selected tortuosity Features by [8] (\(FS_v\)) | 0.7333 |
Manual | 3 Selected Shape Features by [4] (\(FS_s\)) | 0.6342 |
The Automatic Framework [5] | \(FS_{nv}\) | 0.7583 |
The Automatic Framework [5] | \(FS_n\) | 0.7211 |
The Automatic Framework [5] | \(FS_v\) | 0.6756 |
The Automatic Framework [5] | \(FS_s\) | 0.5444 |