Table 1.
Malignancy prediction model using mesh features only and using mesh and encoder features
| Network | Layer | Input | Output | Activation |
|---|---|---|---|---|
|
| ||||
| Mesh Only | FC Layer1 | 96000 | 512 | RELU |
| Mesh Only | FC Layer2 | 512 | 128 | RELU |
| Mesh Only | FC Layer3 | 128 | 2 | Softmax |
|
| ||||
| Mesh+Encoder | FC Layer1 | 112384 | 512 | RELU |
| Mesh+Encoder | FC Layer2 | 512 | 128 | RELU |
| Mesh+Encoder | FC Layer3 | 128 | 2 | Softmax |