The British journal of surgery
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A juxtarenal abdominal aortic aneurysm is defined as a short (less than 4 mm) or no-neck aneurysm, which is often treated with open or complex endovascular repair. The evidence to support the best treatment strategy is scarce. The aim of this study was to assess the short- and mid-term outcomes of elective open surgical repair or fenestrated endovascular aneurysm repair for juxtarenal abdominal aortic aneurysms in Sweden. ⋯ This nationwide study reveals considerable variations in volume and treatment strategy between Swedish centres performing juxtarenal abdominal aortic aneurysm repairs. Survival is comparable for open surgical repair and fenestrated endovascular aneurysm repair, although there are significant baseline demographic differences between patients selected for the two treatment modalities.
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Gallbladder cancer is often associated with poor prognosis, especially when patients experience early recurrence after surgery. Machine learning may improve prediction accuracy by analysing complex non-linear relationships. The aim of this study was to develop and evaluate a machine learning model to predict early recurrence risk after resection of gallbladder cancer. ⋯ Machine learning-based prediction of early recurrence after resection of gallbladder cancer may help stratify patients, as well as help inform postoperative adjuvant therapy and surveillance strategies.