Immaculee Mukamana
Eric Habimana
Chanda Mwila
Background: Treatment abandonment remains a major threat to childhood-cancer outcomes when financial, social, geographic, and health-system barriers accumulate during prolonged therapy. Methods: Synthetic multicentre prediction study included 426 synthetic treatment episodes across 4 simulated pediatric oncology sites in Pediatric oncology referral pathways in Kigali. Results: Patients remaining in treatment at 6 months changed from 69% to 86%. The four-period secondary series was 61, 70, 79, 87. Conclusion: A simple risk-stratification pathway identified children needing additional support and improved modeled retention through the first six months of treatment.