Deep neural network based histological scoring of lung fibrosis and inflammation in the mouse model system
Fig 2
Example tiles used for the Ashcroft fibrosis score CNN.
The value on the top left indicates the score ranging from 0 (healthy) to 7 (large fibrotic masses). In addition, an ignore class was used to recognize various kinds of non-alveolar tissue, such as fat tissue (example), lymph nodes, large bronchi or blood vessels or air-bubbles in the mounting medium. Scale bar 50 μm.