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JAMIA Open
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October 14, 2022
Validating a membership disclosure metric for synthetic health data
Khaled El Emam, Lucy Mosquera, Xi Fang
Journal of the American Medical Informatics Association : JAMIA
|
November 13, 2020
Optimizing the synthesis of clinical trial data using sequential trees
Khaled El Emam, Lucy Mosquera, Chaoyi Zheng
Journal of Medical Internet Research
|
November 16, 2020
Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation
Khaled El Emam, Lucy Mosquera, Jason Bass
BMC Medical Research Methodology
|
February 17, 2022
Analysis approaches to address treatment nonadherence in pragmatic trials with point-treatment settings: a simulation study
Md Belal Hossain, Lucy Mosquera, Mohammad Ehsanul Karim
JAMIA Open
|
March 12, 2021
Evaluating the utility of synthetic COVID-19 case data
Khaled El Emam, Lucy Mosquera, Elizabeth Jonker, et al.
JMIR Formative Research
|
April 22, 2024
Creating High-Quality Synthetic Health Data: Framework for Model Development and Validation
Elnaz Karimian Sichani, Aaron Smith, Khaled El Emam, et al.
Scientific Reports
|
March 24, 2024
An evaluation of the replicability of analyses using synthetic health data
Khaled El Emam, Lucy Mosquera, Xi Fang, et al.
JMIR Medical Informatics
|
April 7, 2022
Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study
Khaled El Emam, Lucy Mosquera, Xi Fang, et al.
BMJ Open
|
April 17, 2021
Can synthetic data be a proxy for real clinical trial data? A validation study
Zahra Azizi, Chaoyi Zheng, Lucy Mosquera, et al.
Plos One
|
June 17, 2022
Measuring re-identification risk using a synthetic estimator to enable data sharing
Yangdi Jiang, Lucy Mosquera, Bei Jiang, et al.
Page
of 2
Search research articles
Search
Showing results (1-10 of 15) with videos related to
Sort By:
Page
of 2
JAMIA Open
|
October 14, 2022
Validating a membership disclosure metric for synthetic health data
Khaled El Emam, Lucy Mosquera, Xi Fang
Journal of the American Medical Informatics Association : JAMIA
|
November 13, 2020
Optimizing the synthesis of clinical trial data using sequential trees
Khaled El Emam, Lucy Mosquera, Chaoyi Zheng
Journal of Medical Internet Research
|
November 16, 2020
Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation
Khaled El Emam, Lucy Mosquera, Jason Bass
BMC Medical Research Methodology
|
February 17, 2022
Analysis approaches to address treatment nonadherence in pragmatic trials with point-treatment settings: a simulation study
Md Belal Hossain, Lucy Mosquera, Mohammad Ehsanul Karim
JAMIA Open
|
March 12, 2021
Evaluating the utility of synthetic COVID-19 case data
Khaled El Emam, Lucy Mosquera, Elizabeth Jonker, et al.
JMIR Formative Research
|
April 22, 2024
Creating High-Quality Synthetic Health Data: Framework for Model Development and Validation
Elnaz Karimian Sichani, Aaron Smith, Khaled El Emam, et al.
Scientific Reports
|
March 24, 2024
An evaluation of the replicability of analyses using synthetic health data
Khaled El Emam, Lucy Mosquera, Xi Fang, et al.
JMIR Medical Informatics
|
April 7, 2022
Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study
Khaled El Emam, Lucy Mosquera, Xi Fang, et al.
BMJ Open
|
April 17, 2021
Can synthetic data be a proxy for real clinical trial data? A validation study
Zahra Azizi, Chaoyi Zheng, Lucy Mosquera, et al.
Plos One
|
June 17, 2022
Measuring re-identification risk using a synthetic estimator to enable data sharing
Yangdi Jiang, Lucy Mosquera, Bei Jiang, et al.
Page
of 2