Conclusion
CHOLEDOCHOLITHIASIS
Our study suggests seven independent risk factors for conversion to laparotomy in laparoscopic surgery for choledocholithiasis. We constructed a clinically effective and significant nomogram based on these factors. It can help surgeons evaluate the difficulty of surgery beforehand, optimize clinical decision-making, and provide a basis for timely conversion to open surgery.