From: Explainable convolutional neural networks for assessing head and neck cancer histopathology
Method | Classification CNN layers | Segmentation CNN layers | Output size [px] |
---|---|---|---|
HR-CAM | block_3a_expand_activation | block_3a_expand_activation | 56\(\times\)56 |
block_4a_expand_activation | block_4a_expand_activation | 28\(\times\)28 | |
block_6a_expand_activation | block_6a_expand_activation | 14\(\times\)14 | |
block_7a_expand_activation | block_6d_expand_activation | 7\(\times\)7 | |
Grad-CAM | top_activation | block_7a_expand_activation | 7\(\times\)7 |