Systems and methods for identifying images containing indicators of a celiac-like disease

A system for detecting indicators of a disease characterized by a presence of villous atrophy in images of a gastrointestinal tract (GIT), the system comprising:

• one or more processors;
• and
• at least one memory storing instructions which, when executed by the one or more processors, cause the system at least to:
• access a consecutive set of images of at least a portion of the GIT comprising a small bowel comprising a proximal portion and a remaining portion, wherein each image of the consecutive set of images is associated with one or more classification scores and each classification score of the one or more classification scores is indicative of the respective associated image including a respective indicator of a disease characterized by the presence of villous atrophy;
• select a subset of images from the consecutive set of images based on the one or more classification scores of each image of the consecutive set of images;
• identify from the consecutive set of images a segment of images which includes all of the images that show the proximal portion of the small bowel;
• select a plurality of images from the identified segment of images that represent the proximal portion of the small bowel;
• select a second plurality of images from the consecutive set of images that represent the remaining portion of the small bowel;
• and
• display the plurality of images selected from the identified segment of images, the second plurality of images, and the subset of images on a display.