The Dresden Surgical Anatomy Dataset for Abdominal Organ Segmentation in Surgical Data Science.

ABSTRACT: Laparoscopy is an imaging technique that enables minimally-invasive procedures in various medical disciplines including abdominal surgery, gynaecology and urology. To date, publicly available laparoscopic image datasets are mostly limited to general classifications of data, semantic segmentations of surgical instruments and low-volume weak annotations of specific abdominal organs. 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. For each anatomical structure, we provide over a thousand ima

SUBMITTER: Carstens M 

PROVIDER: S-EPMC9837071 | biostudies-literature | 2023 Jan

REPOSITORIES: biostudies-literature