WCN25-2913 THE ROLE OF JOURNAL EDITORS AND AI IN UNITING SECTORS TO END THE ORGAN SHORTAGE IN TRANSPLANTATION OVER THE NEXT 10-15 YEARS

between July 2023 to June 2024, we observed an increase in the overall usage of FFM overtime.However, the model usage varied between different clinics in Singapore.Eleven out of 33 clinics (33.3%) demonstrated minimal utilization of the FFM predictions.Lastly, we also observed an increase in the physician's degree of agreement for validated AVF risk scores over time (Figure 1).Table 1: Number of records, fistula failure incidence, and ROC-AUC score for different countries:Conclusions: The AI-based FFM demonstrated a robust global predictive performance though with some variation across different clinical settings.The overall FFM performance in Singapore was acceptable, but localized adaptation is required to further improve the model's performance.Fine-tuning the FFM to meet the needs of various clinical settings will help reduce time-consuming procedures and costs, while achieving better outcomes for patients.I have potential conflict of interest to disclose.