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.德累斯顿手术解剖数据集（Dresden Surgical Anatomy Dataset）提供了腹腔镜视角下8种腹部器官（结肠、肝脏、胰腺、小肠、脾脏、胃、输尿管、精囊腺）、腹壁以及2种血管结构（肠系膜下动脉、肠静脉）的语义分割标注。该数据集总计包含13195张腹腔镜图像，涵盖逐像素分割标注以及器官存在类别注释，可应用于手术数据科学领域的多种场景，包括腹部器官分割以及基于计算机视觉的术中决策支持。