Siqi Li

Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture

2024 · 128 Zit. · Cell Reports Medicine

Federated and distributed learning applications for electronic health records and structured medical data: a scoping review

2023 · 33 Zit. · Journal of the American Medical Informatics Association

FairFML: fair federated machine learning with a case study on reducing gender disparities in cardiac arrest outcome prediction

2025 · 1 Zit. · npj Health Systems

A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study

2022 · 0 Zit. · arXiv (Cornell University)

FairFML: A Unified Approach to Algorithmic Fair Federated Learning with Applications to Reducing Gender Disparities in Cardiac Arrest Outcomes

2025 · 0 Zit. · Studies in health technology and informatics