Table 2 Confusion matrix of the automatic detection versus final diagnosis, CNN—convolutional neural network; malignant—malignant biliary strictures; Benign—normal bile ducts or benign biliary findings.

From: Artificial intelligence for automatic diagnosis and pleomorphic morphological characterization of malignant biliary strictures using digital cholangioscopy

 

Final diagnosis

Malignant

Benign

CNN classification

Malignant

4624

255

Benign

418

4304