WCN26-2539 DETECT-PD: ML MODELS TO ESTIMATE PERITONEAL TRANSPORTER STATUS AND DIALYSIS ADEQUACY: PILOT RESULTS FROM A PROSPECTIVE COHORT

Peritoneal dialysis (PD) adequacy (Kt/V) and peritoneal membrane transport status (PET) guide prescriptions but require time and labour-intensive testing. We designed DETECT-PD to evaluate whether routinely available, simple measurements from the latest PD outflow and a spot urine/blood panel can support AI models to estimate PET and Kt/V, potentially reducing burden of testing and monitoring.