Creating High-Quality Synthetic Health Data: Framework for Model Development and Validation by Elnaz Karimian Sichani, Aaron Smith, Khaled El Emam, Lucy Mosquera

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An evaluation of the replicability of analyses using synthetic health data by Khaled El Emam, Lucy Mosquera, Xi Fang, Alaa El-Hussuna

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Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study by Khaled El Emam, Lucy Mosquera, Xi Fang, Alaa El-Hussuna

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Measuring re-identification risk using a synthetic estimator to enable data sharing by Yangdi Jiang, Lucy Mosquera, Bei Jiang, Linglong Kong, Khaled El Emam

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A method for generating synthetic longitudinal health data by Lucy Mosquera, Khaled El Emam, Lei Ding, Vishal Sharma, Xue Hua Zhang, Samer El Kababji, Chris Carvalho, Brian Hamilton, Dan Palfrey, Linglong Kong, Bei Jiang, Dean T. Eurich

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Can synthetic data be a proxy for real clinical trial data? A validation study by Monica Parry, Karolina Kublickiene, Valeria Raparelli, Peter Klimek, Alexandra Kautzky-Willer, Louise Pilote, Michal Abrahamowicz, Colleen M. Norris, Maria Trinidad Herrero, Khaled El Emam, Ruth Sapir-Pichhadze, Simon Bacon, Jennifer Fishman, Zahra Azizi, Chaoyi Zheng, Lucy Mosquera, Karin Humphries, Khaled El Emam

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Augmenting Insufficiently Accruing Oncology Clinical Trials Using Generative Models: Validation Study by Samer El Kababji, Nicholas Mitsakakis, Elizabeth Jonker, Ana-Alicia Beltran-Bless, Gregory Pond, Lisa Vandermeer, Dhenuka Radhakrishnan, Lucy Mosquera, Alexander Paterson, Lois Shepherd, Bingshu Chen, William Barlow, Julie Gralow, Marie-France Savard, Christian Fesl, Dominik Hlauschek, Marija Balic, Gabriel Rinnerthaler, Richard Greil, Michael Gnant, Mark Clemons, Khaled El Emam

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