METHODS: In this work, we introduce a fully automated liver tumour segmentation approach in contrast-enhanced CT datasets. The method is a multi-stage technique which starts with contrast enhancement of the tumours using anisotropic filtering, followed by adaptive thresholding to extract the initial mask of the tumours from an identified liver region of interest. Localised level set-based active contours are used to extend the mask to the tumour boundaries.
RESULTS: The proposed method is validated on the IRCAD database with pathologies that offer highly variable and complex liver tumours. The results are compared quantitatively to the ground truth, which is delineated by experts. We achieved an average dice similarity coefficient of 75% over all patients with liver tumours in the database with overall absolute relative volume difference of 11%. This is comparable to other recent works, which include semiautomated methods, although they were validated on different datasets.
CONCLUSIONS: The proposed approach aims to segment tumours inside the liver envelope automatically with a level of accuracy adequate for its use as a tool for surgical planning using abdominal CT images. The approach will be validated on larger datasets in the future.
METHODS: Surgeons from 42 centers of coloproctology in Europe were asked to complete a questionnaire, including seven questions about their past and present operative treatment strategy for patients with OD.
RESULTS: The questionnaire was completed by 32 experts of pelvic floor surgery in 13 European countries. All but one indicated that they consider surgical treatment for OD. Seventy-four percent of these have been using transanal stapled rectal resection (STARR) and 96 % transabdominal rectopexy. While only 65 %, who have begun performing STARR are still using transanal resection, the technique is still being used by all surgeons performing abdominal procedures. Rectopexy only, STARR only, or both approaches are offered by 52, 3, and 45 % of surgeons, respectively.
CONCLUSIONS: The use of STARR in the treatment of OD is decreasing among European opinion leaders in the field of pelvic floor surgery, while the application of transabdominal procedures continues.