Explainable AI to unveil cellular autophagy dynamics
Fig 5
Temporal progression of a starved cell with explainable AI heatmaps.
The figure shows a five-time-point sequence from the test dataset, accompanied by GradCAM, EigenCAM, and AblationCAM heatmaps. These highlight key image regions influencing the ViT model’s predictions, with the predicted autophagy status shown above each frame. Notably, an error occurs at time point 3, where basal autophagy is misclassified as activated.