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Table 3 Experimental setups

From: Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method

Setup name Model type Input size # of checkpoints Ensemble
S48 3D shortcut DCNN 48 1 X
S64 3D shortcut DCNN 64 1 X
D48 3D dense DCNN 48 1 X
D64 3D dense DCNN 64 1 X
ESB-S48 3D shortcut DCNN 48 6 O
ESB-S64 3D shortcut DCNN 64 6 O
ESB-S 3D shortcut DCNN 48 6 O
   64 6  
ESB-D48 3D dense DCNN 48 6 O
ESB-D64 3D dense DCNN 64 6 O
ESB-D 3D dense DCNN 48 6 O
   64 6  
ESB-BEST 3D shortcut DCNN 48 1 O
   64 1  
  3D dense DCNN 48 1  
   64 1  
ESB-ALL 3D shortcut DCNN 48 6 O
   64 6  
  3D dense DCNN 48 6  
   64 6