21 citations · 31 across the 11 of their papers we have counts for
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cs.LG2025
Federated Timeline Synthesis: Scalable and Private Methodology For Model Training and Deployment
Pawel Renc, Michal K. Grzeszczyk, Linglong Qian +3
We present Federated Timeline Synthesis (FTS), a novel framework for training generative foundation models across distributed timeseries data applied to electronic health records (…
cs.CL2025
METHOD: Modular Efficient Transformer for Health Outcome Discovery
Linglong Qian, Zina Ibrahim
Recent advances in transformer architectures have revolutionised natural language processing, but their application to healthcare domains presents unique challenges. Patient timeli…