Ahmed Elhussein

According to our database, Ahmed Elhussein authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Universal Metric of Dataset Similarity for Cross-silo Federated Learning.

Ahmed Elhussein, Gamze Gürsoy

CoRR, 2024

2023

Scalable and interpretable alternative to chart review for phenotype evaluation using standardized structured data from electronic health records.

Anna Ostropolets, George Hripcsak, Syed A Husain, Lauren R. Richter, Matthew E. Spotnitz, Ahmed Elhussein, Patrick B. Ryan

J. Am. Medical Informatics Assoc., December, 2023

Privacy-preserving patient clustering for personalized federated learning.

Ahmed Elhussein, Gamze Gürsoy

CoRR, 2023

Privacy-preserving patient clustering for personalized federated learnings.

Ahmed Elhussein, Gamze Gürsoy

Proceedings of the Machine Learning for Healthcare Conference, 2023

A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning.

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

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data.

Ahmed Elhussein, Gamze Gürsoy

Proceedings of the AMIA 2022, 2022