Patent ID: 11934491
Assignee: GIVEN IMAGING LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G  A | IPC A  G

Claim 10:
11. A method for image classification, the method comprising:
accessing a plurality of images of at least a portion of a gastrointestinal tract (GIT) captured by a capsule endoscopy device;
for each image of the plurality of images:
providing a classification score for each segment of a plurality of consecutive segments of the GIT by at least one deep learning neural network,
provide a classification probability for each segment of the plurality of consecutive segments of the GIT based on the classification scores by a classical machine learning classifier; and

determining a classification for each image of the plurality of images to one segment of the plurality of consecutive segments of the GIT based on processing a signal corresponding to the classification probabilities of the plurality of images.