Papers Submitted to MIE 2026

Medical Informatics Europe 2026 - Two Papers Submitted

• Submission Date: December 2025
• Conference: MIE 2026 (Medical Informatics Europe)
• Conference Date: May 2026
• Location: Genoa, Italy
• Papers Submitted:

1. “Good for All, Not Good Enough for One: Reuse Dilemma in Federated Learning”
   • Explores the challenges and opportunities in reusing federated learning models across different contexts and institutions.
2. “Client Participation per Round in Federated Learning for Multiple Sclerosis with Real-World Data”
   • Investigates optimal client participation strategies in federated learning workflows for MS research using real-world clinical data.

Both papers address important questions in federated learning for healthcare applications, building on our ongoing research in privacy-preserving machine learning for medical data.