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 |
| Angiodysplasia detection | Wireless Capsule Endoscopy | Label each of the frames into angiodysplasia containing or not | Automatic detection of small bowel lesions related to bleeding | 600 images for training (same number of positive and negative examples) and 600 images for testing. | Angiodysplasia mask
Clinical partner: Saint Antoine Hopital, Paris, France |
More information here |
| Angiodysplasia localization | Wireless Capsule Endoscopy | Label each of the frames into angiodysplasia containing or not and in case angiodysplasia is detected, localize the region it occupies in the image | Automatic detection of small bowel lesions related to bleeding | 600 images for training (same number of positive and negative examples) and 600 images for testing. | Angiodysplasia mask
Clinical partner: Saint Antoine Hopital, Paris, France |
More information here |