Fig. 5: Quantitative and qualitative results for lung nodule detection.
From: Dynamic memory to alleviate catastrophic forgetting in continual learning with medical imaging
a Precision–recall curves of the final naive, DM and DM-PD trained model compared to a base model trained on only scanner E data. Shaded areas represent confidence intervals for n = 5 independent training runs. b Samples of lung nodule detection of the final naive, DM and DM-PD trained model compared to a base model trained on only scanner E data on all four domains. Green boxes indicate true-positives, yellow boxes false-negatives and red boxes false-positives.
