Skip to main content

Table 1 Variational auto-encoder model construction details

From: Small sample-based disease diagnosis model acquisition in medical human-centered computing

 

Number of layers

Type

Number of kernels

Kernel size

Step size

Activation function

Encoder

1

Conv

16

4

2

ReLU

2

Conv

32

4

2

ReLU

3

Conv

64

4

2

ReLU

4

Conv

128

4

2

ReLU

5

Full conn

   

ReLU

Decoder

1

Full conn

   

ReLU

2

Full conn

   

ReLU

3

Conv_trans

4

4

2

ReLU

4

Conv_trans

4

4

2

ReLU

5

Conv_trans

4

4

1

ReLU

6

Conv_trans

4

4

1

ReLU

7

Full conn

   

Sigmoid