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