Sharing personal ECG time-series data privately
Bonomi, Luca, Wu, Zeyun, Fan, Liyue
Published in Journal of the American Medical Informatics Association : JAMIA (14.06.2022)
Published in Journal of the American Medical Informatics Association : JAMIA (14.06.2022)
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Journal Article
Protecting patient privacy in survival analyses
Bonomi, Luca, Jiang, Xiaoqian, Ohno-Machado, Lucila
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2020)
Published in Journal of the American Medical Informatics Association : JAMIA (01.03.2020)
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Journal Article
Noise-tolerant similarity search in temporal medical data
Bonomi, Luca, Fan, Liyue, Jiang, Xiaoqian
Published in Journal of biomedical informatics (01.01.2021)
Published in Journal of biomedical informatics (01.01.2021)
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Journal Article
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers
Dai, Wenrui, Jiang, Xiaoqian, Bonomi, Luca, Li, Yong, Xiong, Hongkai, Ohno-Machado, Lucila
Published in IEEE transactions on knowledge and data engineering (01.02.2022)
Published in IEEE transactions on knowledge and data engineering (01.02.2022)
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Journal Article
Genome privacy: challenges, technical approaches to mitigate risk, and ethical considerations in the United States
Wang, Shuang, Jiang, Xiaoqian, Singh, Siddharth, Marmor, Rebecca, Bonomi, Luca, Fox, Dov, Dow, Michelle, Ohno‐Machado, Lucila
Published in Annals of the New York Academy of Sciences (01.01.2017)
Published in Annals of the New York Academy of Sciences (01.01.2017)
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Journal Article
A Mortality Study for ICU Patients Using Bursty Medical Events
Bonomi, Luca, Xiaoqian Jiang
Published in 2017 IEEE 33rd International Conference on Data Engineering (ICDE) (01.04.2017)
Published in 2017 IEEE 33rd International Conference on Data Engineering (ICDE) (01.04.2017)
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Conference Proceeding
Journal Article
Predictive Analytics for Glaucoma Using Data From the All of Us Research Program
Baxter, Sally L., Saseendrakumar, Bharanidharan Radha, Paul, Paulina, Kim, Jihoon, Bonomi, Luca, Kuo, Tsung-Ting, Loperena, Roxana, Ratsimbazafy, Francis, Boerwinkle, Eric, Cicek, Mine, Clark, Cheryl R., Cohn, Elizabeth, Gebo, Kelly, Mayo, Kelsey, Mockrin, Stephen, Schully, Sheri D., Ramirez, Andrea, Ohno-Machado, Lucila
Published in American journal of ophthalmology (01.07.2021)
Published in American journal of ophthalmology (01.07.2021)
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Journal Article
Big Data Privacy in Biomedical Research
Wang, Shuang, Bonomi, Luca, Dai, Wenrui, Chen, Feng, Cheung, Cynthia, Bloss, Cinnamon S., Cheng, Samuel, Jiang, Xiaoqian
Published in IEEE transactions on big data (01.06.2020)
Published in IEEE transactions on big data (01.06.2020)
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Journal Article
Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility Analysis
Fan, Liyue, Bonomi, Luca
Published in Proceedings of the ... ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems : ACM GIS. ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (13.11.2023)
Published in Proceedings of the ... ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems : ACM GIS. ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (13.11.2023)
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Journal Article
Mitigating Membership Inference in Deep Survival Analyses with Differential Privacy
Fan, Liyue, Bonomi, Luca
Published in 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) (2023)
Published in 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) (2023)
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Conference Proceeding
Journal Article
Mitigating Membership Inference in Deep Learning Applications with High Dimensional Genomic Data
Zhang, Chonghao, Bonomi, Luca
Published in 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (01.06.2022)
Published in 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (01.06.2022)
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Conference Proceeding
Journal Article
Sharing Time-to-Event Data with Privacy Protection
Bonomi, Luca, Fan, Liyue
Published in 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (01.06.2022)
Published in 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI) (01.06.2022)
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Conference Proceeding
Journal Article