Gamze Gürsoy
Orcid: 0000-0002-1352-8686
According to our database1,
Gamze Gürsoy
authored at least 21 papers
between 2011 and 2024.
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Bibliography
2024
Privacy-preserving model evaluation for logistic and linear regression using homomorphically encrypted genotype data.
J. Biomed. Informatics, 2024
IACR Cryptol. ePrint Arch., 2024
CoRR, 2024
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium.
CoRR, 2024
2023
Bioinform., February, 2023
CoRR, 2023
Proceedings of the Machine Learning for Healthcare Conference, 2023
A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
CoRR, 2022
Privacy-preserving Model Training for Disease Prediction Using Federated Learning with Differential Privacy.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the AMIA 2022, 2022
A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data.
Proceedings of the AMIA 2022, 2022
2021
Fast and Scalable Private Genotype Imputation Using Machine Learning and Partially Homomorphic Encryption.
IEEE Access, 2021
2020
DiNeR: a Differential graphical model for analysis of co-regulation Network Rewiring.
BMC Bioinform., 2020
Proceedings of the Pacific Symposium on Biocomputing 2020, 2020
2019
Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019
2017
Spatial organization of the budding yeast genome in the cell nucleus and identification of specific chromatin interactions from multi-chromosome constrained chromatin model.
PLoS Comput. Biol., 2017
2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2011
A New Computationally Efficient Measure of Topological Redundancy of Biological and Social Networks
CoRR, 2011