Blog
Replica Analytics Top 10 Round-up for 2022
By Replica staff
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Evaluating Privacy Risks in Synthetic Data Using Membership Disclosure
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Synthetic data as an enabler for machine learning applications in medicine
Blog
Validating a Membership Disclosure Metric for Synthetic Health Data
By Lucy Mosquera | Posted On: October 11, 2022 We have just had a paper published in ...
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Validating A Membership Disclosure Metric For Synthetic Health Data
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On the Validity of Statistical Analyses with Privacy-Preserving Synthetic Data
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Synthetic Data: The Future of Data Sharing?
Blog
RWE guidance watch: EUnetHTA’s Direct and Indirect Comparisons guidance
The European Network for Health Technology Assessment (EUnetHTA) recently published two ...
Presentation
Exploring the concept of Identifiability in Canada’s proposed Consumer Privacy Protection Act (Bill C-27)
Khaled El Emam, SVP & GM, Replica Analytics; Adam Kardash, Partner, ...
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Aetion’s best practices referenced in ENCePP’s updated Guide on Methodological Standards in Pharmacoepidemiology
On July 1, 2022, the European Network of Centres for Pharmacoepidemiology and ...
Blog
New estimator uses synthetic data generation for more reliable evaluation of re-identification risk in datasets
By Lucy Mosquera and Abhik Das
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Assessing Re-identification Risk Using Synthetic Data
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Measuring re-identification risk using a synthetic estimator to enable data sharing
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Synthetic Data as a Privacy Enhancing Technology
Blog
Why work at a startup? Because everything you do matters
Several years ago, during a hiring interview for a software engineer position, the ...
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Generating Synthetic Longitudinal Data
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ISPOR Goes Real-World
Regulators, HTAs, and pharma leaders discuss RWE trends with Aetion experts.
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Utility Assessments in Synthetic Data
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RWE Guidance: NICE’s RWE Framework
This month, the UK’s National Institute for Health and Care Excellence (NICE) released ...
Publication
Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study
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Utility Metrics for Evaluating Synthetic Data Generation Methods
By Lucy Mosquera and Xi Fang Posted On: April 8, 2022 In order to work with synthetic ...
Presentation
Managing and Regulating Privacy Risks in Synthetic Data
Blog
Blog post from CHEO Research Institute
By Replica Analytics staff Posted On: March 24th, 2022 This week, the CHEO Research ...
Blog
Synthetic Data Generation for Implementing the HIPAA Expert Determination Method
By Khaled El Emam Posted On: March 1st, 2022 The Expert Determination method is one of ...