Artificial intelligence now enhances surgical trial design by generating synthetic data that mirrors real-world outcomes with high fidelity. In evaluating transanal transection and single-stapled anastomosis, the AI approach yielded a balanced cohort of 1,200 patients, verifying a significantly lower anastomotic leak rate in the new technique compared to traditional methods (p<0.0001). This advancement promises improved clinical trials while ensuring patient data privacy and maintaining statistical rigor.
Journal Article by Foppa C, D’Amico S (…) Spinelli A et 8 al. in Ann Surg
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