Medical predictive analytics can enhance quality improvement, clinical research, and patient care. D-CLEF, a privacy-preserving model, integrates patient data across centers and performs comparably to centralized models, enabling collaboration without sharing patient records.
- Tsung-Ting Kuo
- Rodney A. Gabriel
- Lucila Ohno-Machado