Ahmed Elhussein

11 papers A* 1Misc 1Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	A Universal Metric of Dataset Similarity for Cross-Silo Federated Learning. ICDM Ahmed Elhussein, Gamze Gürsoy
2025	—	`conf`	KEEP: Integrating Medical Ontologies with Clinical Data for Robust Code Embeddings. CHIL Ahmed Elhussein, Paul Meddeb, Abigail Newbury, Jeanne Mirone, Martin Stoll, Gamze Gürsoy
2025	J	`jnl`	KEEP: Integrating Medical Ontologies with Clinical Data for Robust Code Embeddings. CoRR Ahmed Elhussein, Paul Meddeb, Abigail Newbury, Jeanne Mirone, Martin Stoll, Gamze Gürsoy
2025	J	`jnl`	Multi-domain rule-based phenotyping algorithms enable improved GWAS signal. npj Digit. Medicine Abigail Newbury, Ahmed Elhussein, Gamze Gürsoy
2025	J	`jnl`	PLayer-FL: A Principled Approach to Personalized Layer-wise Cross-Silo Federated Learning. CoRR Ahmed Elhussein, Gamze Gürsoy
2024	J	`jnl`	A Universal Metric of Dataset Similarity for Cross-silo Federated Learning. CoRR Ahmed Elhussein, Gamze Gürsoy
2023	—	`conf`	A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning. BIBM Ahmed Elhussein, Jude P. 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
2023	J	`jnl`	Privacy-preserving patient clustering for personalized federated learning. CoRR Ahmed Elhussein, Gamze Gürsoy
2023	—	`conf`	Privacy-preserving patient clustering for personalized federated learnings. MLHC Ahmed Elhussein, Gamze Gürsoy
2023	J	`jnl`	Scalable and interpretable alternative to chart review for phenotype evaluation using standardized structured data from electronic health records. J. Am. Medical Informatics Assoc. Anna Ostropolets, George Hripcsak, Syed A. Husain, Lauren R. Richter, Matthew E. Spotnitz, Ahmed Elhussein, Patrick B. Ryan
2022	Misc	`conf`	A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data. AMIA Ahmed Elhussein, Gamze Gürsoy