logo
Loading...
Personalized Federated Learning for In-Hospital Mortality Prediction of Multi-Center ICU
Computer ScienceIEEE Access

Personalized Federated Learning for In-Hospital Mortality Prediction of Multi-Center ICU

H. Hamdan, R. Yaakob, et al.

This research by Hazlina Hamdan, Razali Yaakob, Ting Deng, and Khairul Azhar Kasmiran presents a breakthrough in predicting in-hospital mortality through a novel personalized federated learning approach called POLA. Discover how POLA enhances prediction accuracy while minimizing communication time in multi-center ICU settings.... show more
Introduction
Literature Review
Methodology
Key Findings
Discussion
Conclusion
Limitations
Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 22+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny