Gamze Gürsoy - RankMe

28 papers A* 1B 1Misc 4Journal 16Unranked 6

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
2025	B	`conf`	ScatTR: Estimating the Size of Long Tandem Repeat Expansions from Short-Reads. RECOMB Rashid Al-Abri, Gamze Gürsoy
2024	J	`jnl`	A Universal Metric of Dataset Similarity for Cross-silo Federated Learning. CoRR Ahmed Elhussein, Gamze Gürsoy
2024	—	`conf`	On the Overflow and p-adic Theory Applied to Homomorphic Encryption. CSCML Jacob A. Blindenbach, Jung Hee Cheon, Gamze Gürsoy, Jiayi Kang
2024	J	`jnl`	On the overflow and p-adic theory applied to homomorphic encryption. IACR Cryptol. ePrint Arch. Jacob A. Blindenbach, Jung Hee Cheon, Gamze Gürsoy, Jiayi Kang
2024	J	`jnl`	Optimal Defenses Against Gradient Reconstruction Attacks. CoRR Yuxiao Chen, Gamze Gürsoy, Qi Lei
2024	J	`jnl`	Privacy-preserving model evaluation for logistic and linear regression using homomorphically encrypted genotype data. J. Biomed. Informatics Seungwan Hong, Yoolim A. Choi, Daniel S. Joo, Gamze Gürsoy
2024	J	`jnl`	Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai Orson Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo
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`	LDmat: efficiently queryable compression of linkage disequilibrium matrices. Bioinform. Rockwell J. Weiner, Chirag M. Lakhani, David A. Knowles, 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
2022	Misc	`conf`	A consortium blockchain for secure, unified, and efficient sharing of EHR and genomics data. AMIA Ahmed Elhussein, Gamze Gürsoy
2022	Misc	`conf`	How to Achieve Privacy in Large Diverse Health Systems. AMIA Gamze Gürsoy, Bradley A. Malin, Erman Ayday, Ellen Wright Clayton
2022	—	`conf`	Privacy-preserving Model Training for Disease Prediction Using Federated Learning with Differential Privacy. EMBC Amol Khanna, Vincent Schaffer, Gamze Gürsoy, Mark Gerstein
2022	J	`jnl`	Scalable privacy-preserving cancer type prediction with homomorphic encryption. CoRR Esha Sarkar, Eduardo Chielle, Gamze Gürsoy, Leo Chen, Mark Gerstein, Michail Maniatakos
2021	J	`jnl`	FANCY: fast estimation of privacy risk in functional genomics data. Bioinform. Gamze Gürsoy, Charlotte M. Brannon, Fabio C. P. Navarro, Mark Gerstein
2021	J	`jnl`	Fast and Scalable Private Genotype Imputation Using Machine Learning and Partially Homomorphic Encryption. IEEE Access Esha Sarkar, Eduardo Chielle, Gamze Gürsoy, Oleg Mazonka, Mark Gerstein, Michail Maniatakos
2020	J	`jnl`	DiNeR: a Differential graphical model for analysis of co-regulation Network Rewiring. BMC Bioinform. Jing Zhang, Jason Liu, Donghoon Lee, Shaoke Lou, Zhanlin Chen, Gamze Gürsoy, Mark Gerstein
2020	Misc	`conf`	Navigating Ethical Quandaries with the Privacy Dilemma of Biomedical Datasets. PSB Gamze Gürsoy, Megan Doerr, John Wilbanks, Jennifer K. Wagner, Haixu Tang, Steven E. Brenner
2019	Misc	`conf`	Session Introduction. PSB Gamze Gürsoy, Arif Ozgun Harmanci, Haixu Tang, Erman Ayday, Steven E. Brenner
2017	J	`jnl`	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. Gamze Gürsoy, Yun Xu, Jie Liang
2014	—	`conf`	Computational predictions of structures of multichromosomes of budding yeast. EMBC Gamze Gürsoy, Yun Xu, Jie Liang
2011	J	`jnl`	A New Computationally Efficient Measure of Topological Redundancy of Biological and Social Networks CoRR Réka Albert, Bhaskar DasGupta, Anthony Gitter, Gamze Gürsoy, Rashmi Hegde, Pradyut Paul, Gowri Sangeetha Sivanathan, Eduardo D. Sontag