Fig. 5.

Receiver operating curves for CNN trained by categorized data.

The CNN output demonstrates better probability following a training based on location-based classification of images. The area under the receiver operating curve is now 93%. Each endoscopist's prediction is represented by a single red point. The green point is the average prediction of the endoscopists.