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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

 
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BMC Medical Imaging

ISSN: 1471-2342

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