Ahmed Elhussein

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Naive Bayesian Classification

Electronic Health Records

Structured Data

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Ahmed Elhussein, Gamze Gürsoy
A Universal Metric of Dataset Similarity for Cross-silo Federated Learning. CoRR (2024)
Ahmed Elhussein, Jude Savarraj, E. Sander Connolly, Murad Megjhani, Soon Bin Kwon, Angela Velazquez, Daniel Nametz, David J. Roh, Jan Claassen, Miriam Weiss, Sachin Agarwal, Huimahn A. Choi, Gerrit A. Schubert, Soojin Park, Gamze Gürsoy
A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning. BIBM (2023)
Ahmed Elhussein, Gamze Gürsoy
Privacy-preserving patient clustering for personalized federated learning. CoRR (2023)
Ahmed Elhussein, Gamze Gürsoy
Privacy-preserving patient clustering for personalized federated learnings. MLHC (2023)
Anna Ostropolets, George Hripcsak, Syed A Husain, Lauren R. Richter, Matthew E. Spotnitz, Ahmed Elhussein, Patrick B. Ryan
Scalable and interpretable alternative to chart review for phenotype evaluation using standardized structured data from electronic health records. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Ahmed Elhussein, Gamze Gürsoy
A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data. AMIA (2022)