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Samer El Kababji

Showing results (1-10 of 7) with videos related to

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Journal of the American Medical Informatics Association : JAMIA|October 10, 2025
Should we synthesize more than we need: impact of synthetic data generation for high-dimensional cross-sectional medical dataLisa Pilgram, Samer El Kababji, Dan Liu, et al.
Journal of Medical Internet Research|August 18, 2025
Magnitude and Impact of Hallucinations in Tabular Synthetic Health Data on Prognostic Machine Learning Models: Validation StudyLisa Pilgram, Samer El Kababji, Dan Liu, et al.
Journal of Medical Internet Research|June 15, 2026
An Evaluation of Pretrained Generative Models for Augmenting Small Health Data: Comparative Modeling StudyMargerie Huet-Dastarac, Fida K Dankar, Dan Liu, et al.
BMC Medical Informatics and Decision Making|November 29, 2025
Augmenting small tabular health data for training prognostic ensemble machine learning models using generative modelsDan Liu, Samer El Kababji, Nicholas Mitsakakis, et al.
BMC Medical Research Methodology|March 24, 2023
A method for generating synthetic longitudinal health dataLucy Mosquera, Khaled El Emam, Lei Ding, et al.
JCO Clinical Cancer Informatics|November 27, 2023
Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data SetsSamer El Kababji, Nicholas Mitsakakis, Xi Fang, et al.
Journal of Medical Internet Research|March 7, 2025
Augmenting Insufficiently Accruing Oncology Clinical Trials Using Generative Models: Validation StudySamer El Kababji, Nicholas Mitsakakis, Elizabeth Jonker, et al.
Pageof 1

Showing results (1-10 of 7) with videos related to

Sort By:
Pageof 1
Journal of the American Medical Informatics Association : JAMIA|October 10, 2025
Should we synthesize more than we need: impact of synthetic data generation for high-dimensional cross-sectional medical dataLisa Pilgram, Samer El Kababji, Dan Liu, et al.
Journal of Medical Internet Research|August 18, 2025
Magnitude and Impact of Hallucinations in Tabular Synthetic Health Data on Prognostic Machine Learning Models: Validation StudyLisa Pilgram, Samer El Kababji, Dan Liu, et al.
Journal of Medical Internet Research|June 15, 2026
An Evaluation of Pretrained Generative Models for Augmenting Small Health Data: Comparative Modeling StudyMargerie Huet-Dastarac, Fida K Dankar, Dan Liu, et al.
BMC Medical Informatics and Decision Making|November 29, 2025
Augmenting small tabular health data for training prognostic ensemble machine learning models using generative modelsDan Liu, Samer El Kababji, Nicholas Mitsakakis, et al.
BMC Medical Research Methodology|March 24, 2023
A method for generating synthetic longitudinal health dataLucy Mosquera, Khaled El Emam, Lei Ding, et al.
JCO Clinical Cancer Informatics|November 27, 2023
Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data SetsSamer El Kababji, Nicholas Mitsakakis, Xi Fang, et al.
Journal of Medical Internet Research|March 7, 2025
Augmenting Insufficiently Accruing Oncology Clinical Trials Using Generative Models: Validation StudySamer El Kababji, Nicholas Mitsakakis, Elizabeth Jonker, et al.
Pageof 1