Journal of the American College of Surgeons
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In an earlier study, we reported the successful reduction in the use of damage control laparotomy (DCL); however, no change in the relative frequencies of specific indications was observed. In this study, we aimed to use machine learning to help identify the changes in surgical decision making that occurred. ⋯ A machine learning analysis provided novel insights into the changes in decision making achieved by a successful QI intervention and should be considered an adjunct to understanding successful pre- and post-intervention QI studies. The analysis suggested a shift toward using mostly intraoperative factors to determine the use of DCL.
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Transanal total mesorectal excision (TaTME) is a relatively new and demanding technique for rectal cancer treatment. Results from national datasets are absent and comparative data with laparoscopic TME (lapTME) are scarce. Therefore, this study aimed to evaluate the initial TaTME experience in the Netherlands, by comparing outcomes with conventional lapTME. ⋯ This first nationwide study shows early experience with adoption of TaTME in the Netherlands. Considering that current data represent initial TaTME experience, acceptable short-term outcomes were demonstrated when compared with the well-established lapTME.
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Liver transplantation (LT) is the preferred treatment for early hepatocellular carcinoma (HCC) in select patients. Differences in outcomes after LT have been previously described between recipient races, but the role of donor race is not well defined. This study sought to examine the effect of donor-recipient race-matching on overall survival after liver transplantation for HCC in African-American patients (AA). ⋯ African-American HCC patients undergoing liver transplantation experienced significantly improved overall survival when the donor race matched the recipient race. Donor-recipient race-matching remained an independent predictor of improved survival after adjusting for comorbidities and disease characteristics. Race-matching should be considered in the process of organ allocation because it may affect long-term survival in African-American HCC patients.