Fig. 4. Risk-adjusted cumulative summation graph for surgical failure in laparoscopic pancreaticoduodenectomy. The surgical failure rate gradually decreased after the 44th case. Therefore, the evaluation period was classified as early or late phase as before or after the 44th case, respectively.