Machine learning‐based prediction of vancomycin concentration after abdominal administration in patients with peritoneal dialysis‐related peritonitis

Peritonitis is a serious complication of peritoneal dialysis (PD), in which insufficient control of antibacterial drug concentrations poses a significant risk for poor outcomes. Predicting antibacterial drug concentrations is crucial in clinical practice. The limitations imposed by compartment models have presented a considerable challenge.