Luca Bonomi

Ashley Bang

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

2023

Mitigating Membership Inference in Deep Survival Analyses with Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Hide Your Distance: Privacy Risks and Protection in Spatial Accessibility Analysis.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Enabling Health Data Sharing with Fine-Grained Privacy.

[BibT_eX]

[DOI]

Sepand Gousheh

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Private Continuous Survival Analysis with Distributed Multi-Site Data.

[BibT_eX]

[DOI]

Marilyn Lionts

Proceedings of the IEEE International Conference on Big Data, 2023

2022

VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Sharing personal ECG time-series data privately.

[BibT_eX]

[DOI]

Zeyun Wu

J. Am. Medical Informatics Assoc., 2022

Mitigating Membership Inference in Deep Learning Applications with High Dimensional Genomic Data.

[BibT_eX]

[DOI]

Chonghao Zhang

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Sharing Time-to-Event Data with Privacy Protection.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Training Deep Learning Models Privately in Survival Studies.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2022, 2022

2021

Noise-tolerant similarity search in temporal medical data.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2021

Privacy-Preserving Federated Biomedical Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Collecting and Sharing ECG Data with Privacy Protection.

[BibT_eX]

[DOI]

Zeyun Wu

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Protecting patient privacy in survival analyses.

[BibT_eX]

[DOI]

Lucila Ohno-Machado

J. Am. Medical Informatics Assoc., 2020

2019

VERTICOX: Vertically Distributed Cox Proportional Hazards Model.

[BibT_eX]

[DOI]

Lucila Ohno-Machado

Proceedings of the AMIA 2019, 2019

2018

Patient ranking with temporally annotated data.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2018

Optimal group route query: Finding itinerary for group of users in spatial databases.

[BibT_eX]

[DOI]

GeoInformatica, 2018

Pattern Similarity in Time Interval Sequences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Time Series Sanitization with Metric-Based Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Congress on Big Data, 2018

Differentially Private Sanitization of ECG Time Series.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

2017

Multi-user Itinerary Planning for Optimal Group Preference.

[BibT_eX]

[DOI]

Proceedings of the Advances in Spatial and Temporal Databases, 2017

A Mortality Study for ICU Patients Using Bursty Medical Events.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016

On Differentially Private Longest Increasing Subsequence Computation in Data Stream.

[BibT_eX]

[DOI]

Trans. Data Priv., 2016

An Information-Theoretic Approach to Individual Sequential Data Sanitization.

[BibT_eX]

[DOI]

Hongxia Jin

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Linking patients with non-PHI data.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2016, 2016

2015

Private Computation of the Longest Increasing Subsequence in Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

A Review of Privacy Preserving Mechanisms for Record Linkage.

[BibT_eX]

[DOI]

Proceedings of the Medical Data Privacy Handbook, 2015

2014

Monitoring web browsing behavior with differential privacy.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

2013

Mining Frequent Patterns with Differential Privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2013

LinkIT: privacy preserving record linkage and integration via transformations.

[BibT_eX]

[DOI]

James J. Lu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

A two-phase algorithm for mining sequential patterns with differential privacy.

[BibT_eX]

[DOI]