crossrefMachine Learning and Knowledge Extraction2025-10-23
Interleaved Fusion Learning for Trustworthy AI: Improving Cross-Dataset Performance in Cervical Cancer Analysis
Carlos Martínez, Laura Busto, Olivia Zulaica, César Veiga
This study introduces a novel Interleaved Fusion Learning (IFL) methodology leveraging transfer learning to generate a family of models optimized for specific datasets while maintaining superior generalization performance across others. The approach is demonstrated in cervical ca…