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Synthetic Data Case Study : Sharing Complex Health System Data

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IVADO

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New methods, such as synthetic data generation, have the potential to unlock the historically siloed and difficult-to-access data sets, and provide a channel for readily available access in a secure and reliable manner. Synthetic data is not considered to be personal information because there is no one-to-one mapping between the synthetic records and real people.

Recently, Heath city and his collaborators have synthesized a complex longitudinal health system dataset and evaluated its utility in a typical series of epidemiological analyses.

Guest speaker : Reg Joseph, CEO of Health City

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Featured project

Student member : Gabriel Couture

This project consists of establishing good practices in health data management and building a software infrastructure in order to apply them.

We have developed pipelines that allow daily recovery of brachytherapy treatment data in order to calculate and store their dosimetric indices in a database dedicated to research. These indices are essential for planning radiotherapy treatments and for estimating their quality.

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