Magnitude and Impact of Hallucinations in Tabular Synthetic Health Data on Prognostic Machine Learning Models: Validation Study by Lisa Pilgram, Samer El Kababji, Dan Liu, Khaled El Emam

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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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TRANSCENDENT (Transforming Research by Assessing Neuroinformatics across the Spectrum of Concussion by Embedding iNterdisciplinary Data-collection to Enable Novel Treatments): prot... by Charlotte Anderson, Nick Reed, Andrée-Anne Ledoux, Roger Zemek, Keith Yeates, Carolyn Emery, Pamela Fuselli, Isabelle J Gagnon, Kathryn J Schneider, Sharon Johnston, David R Howell, Richard Webster, Peter Tanuseputro, Andrew R Mayer, Miriam H Beauchamp, Rebecca Robillard, Christina L Master, Kristine Dalton, Khaled El Emam, John Leddy, Noah Silverberg, Jennifer Dawson, Martin H Osmond, Stephanie Cowle, Christopher Giza, Monica Lamoureux, Nicholas Barrowman, Kitty Chen, Daniel J Corwin, Erin Fox, Lisa M Albrecht, Araba Chintoh, Achelle Cortel-LeBlanc, Miguel Cortel-LeBlanc, Andrew Dodd, Steven Hicks, Stephen Alexander Kutcher, Carlos Lalonde, Rebekah C Mannix, Ivan Terekhov, Cheryl Lea Wellington

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