Table 4 Performance comparison between the best machine-learning approach (ANN) and the deep learning-based method (UPerNet-Twins) for WSI labelling in the training, validation, and test sets.
From: Quantitative analysis of prion disease using an AI-powered digital pathology framework
Method | Subset | WSI correctly classified |
|---|---|---|
ANN | Train | 47/49 |
Val | 8/9 | |
Test | 4/6 | |
UPerNet-Twins | Train | 48/49 |
Val | 8/9 | |
Test | 6/6 |