This year we define four different tasks, each of them with their associated clinical application

 

Task  Modality Definition Clinical use  Database content Ground truth  More info
Polyp detection Colonoscopy  Ability to detect presence/absence of polyps in each frame AND, in case of polyp presence, locate it within the image Prevention of colorectal cancer 18 short videos  for training, more  than  20 short and  long videos for  testing   Polyp masks,  Paris classification 

Clinical partner: Hospital Clinic, Barcelona, Spain

More  information here
Polyp segmentation Colonoscopy Delimit the region the polyp occupies in the image Preliminary stage for lesion classification through analysis of polyp region content Two sets:  Standard Definition images (300 images for training, 612 for testing) and High Definition images (more than 150 images) Polyp masks, Paris classification

Clinical partner: Hospital Clinic, Barcelona, Spain

More  information here
Small Bowel Lesion Detection (frames) Wireless Capsule Endoscopy Label each of the frames with one of the following categories: 1) Normal, 2) Vascular Lesion, 3) Inflammatory Lesion Automatic detection of small bowel lesions related to bleeding and/or ulceration 1800 images for training (600 for each category) and 1800 images for testing (600 for each category) Label of each frame

Clinical partner: Saint Antoine Hopital, Paris, France

More information here

Small Bowel Lesion Localization

Wireless Capsule Endoscopy Label each of the frames with one of the 3 previous categories and in case, a lesion is detected, localize the region it occupies Automatic localization of small bowel lesions related to bleeding and ulceration 1800 images for training (600 for each category) and 1800 images for testing (600 for each category)  Lesion mask

Clinical partner: Saint Antoine Hopital, Paris, France

More information here