The Dresden Surgical Anatomy Dataset for abdominal organ segmentation in surgical data science

The Dresden Surgical Anatomy Dataset provides semantic segmentations of eight abdominal organs (colon, liver, pancreas, small intestine, spleen, stomach, ureter, vesicular glands), the abdominal wall and two vessel structures (inferior mesenteric artery, intestinal veins) in laparoscopic view. In total, this dataset comprises 13195 laparoscopic images with pixel-wise segmentations as well as categorical annotations of organ presence. The dataset can be used for various purposes in the field of surgical data science including abdominal organ segmentation and computer vision-based intraoperative decision support.