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Author Details

Khaled El Emam
CHEO Research Institute
2006
70
20
PMIDPaper TitleJournal TitlePublished Year
36817907Sex and gender aspects in diabetes mellitus: Focus on access to health care and cardiovascular outcomes.Front Public Health2023
38011617Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data Sets.JCO Clin Cancer Inform2023
37651179Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Modeling Studies: Development and Validation.J Med Internet Res2023
37460705A comparison of synthetic data generation and federated analysis for enabling international evaluations of cardiovascular health.Sci Rep2023
37390378Status of Synthetic Data Generation for Structured Health Data.JCO Clin Cancer Inform2023
36959532A method for generating synthetic longitudinal health data.BMC Med Res Methodol2023
35112212Vasomotor symptoms in early breast cancer-a "real world" exploration of the patient experience.Support Care Cancer2022
35584867Importance of sex and gender factors for COVID-19 infection and hospitalisation: a sex-stratified analysis using machine learning in UK Biobank data.BMJ Open2022
35614153Using machine learning to predict individual patient toxicities from cancer treatments.Support Care Cancer2022
35389366Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study.JMIR Med Inform2022
35714132Measuring re-identification risk using a synthetic estimator to enable data sharing.PLoS One2022
36619476Algorithms to anonymize structured medical and healthcare data: A systematic review.Front Bioinform2022
36238080Validating a membership disclosure metric for synthetic health data.JAMIA Open2022
36325058Synthetic data as an enabler for machine learning applications in medicine.iScience2022
35045864Reconciling public health common good and individual privacy: new methods and issues in geoprivacy.Int J Health Geogr2022
33186440Optimizing the synthesis of clinical trial data using sequential trees.J Am Med Inform Assoc2021
33709065Evaluating the utility of synthetic COVID-19 case data.JAMIA Open2021
33785367Sex, Gender, and Cardiovascular Health in Canadian and Austrian Populations.Can J Cardiol2021
33863713Can synthetic data be a proxy for real clinical trial data? A validation study.BMJ Open2021
34773974Advancing data science in drug development through an innovative computational framework for data sharing and statistical analysis.BMC Med Res Methodol2021
33140663Canadian Association of Radiologists White Paper on De-identification of Medical Imaging: Part 2, Practical Considerations.Can Assoc Radiol J2021
33138621Canadian Association of Radiologists White Paper on De-Identification of Medical Imaging: Part 1, General Principles.Can Assoc Radiol J2021
33196453Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation.J Med Internet Res2020
32070405Evaluating the re-identification risk of a clinical study report anonymized under EMA Policy 0070 and Health Canada Regulations.Trials2020
31259000Efficient Active Learning for Electronic Medical Record De-identification.AMIA Jt Summits Transl Sci Proc2019
29342163Doxylamine-pyridoxine for nausea and vomiting of pregnancy randomized placebo controlled trial: Prespecified analyses and reanalysis.PLoS One2018
29875648Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data.Front Neuroinform2018
29085255Geospatial cryptography: enabling researchers to access private, spatially referenced, human subjects data for cancer control and prevention.J Geogr Syst2017
28433677Montreal Accord on Patient-Reported Outcomes (PROs) use series - Paper 9: anonymization and ethics considerations for capturing and sharing patient reported outcomes.J Clin Epidemiol2017
27426236A unified framework for evaluating the risk of re-identification of text de-identification tools.J Biomed Inform2016
25794882Anonymising and sharing individual patient data.BMJ2015
26479107The Ethical Merits of Nudges in the Clinical Setting.Am J Bioeth2015
26146157A privacy preserving protocol for tracking participants in phase I clinical trials.J Biomed Inform2015
25859037Assessing data intrusion threats.Science2015
25880057Correction: a systematic review of re-identification attacks on health data.PLoS One2015
24485220Policy recommendations for addressing privacy challenges associated with cell-based research and interventions.BMC Med Ethics2014
24885457A linear programming model for preserving privacy when disclosing patient spatial information for secondary purposes.Int J Health Geogr2014
24714643Secure surveillance of antimicrobial resistant organism colonization or infection in Ontario long term care homes.PLoS One2014
22871397A secure distributed logistic regression protocol for the detection of rare adverse drug events.J Am Med Inform Assoc2013
24094134Evaluating the risk of patient re-identification from adverse drug event reports.BMC Med Inform Decis Mak2013
24091380Can anonymous posters on medical forums be reidentified?J Med Internet Res2013
23590738Privacy and anonymity challenges when collecting data for public health purposes.J Law Med Ethics2013
23514396A review of evidence on consent bias in research.Am J Bioeth2013
23221359Biomedical data privacy: problems, perspectives, and recent advances.J Am Med Inform Assoc2013
22771531"Not all my friends need to know": a qualitative study of teenage patients, privacy, and social media.J Am Med Inform Assoc2013
22370452De-identification methods for open health data: the case of the Heritage Health Prize claims dataset.J Med Internet Res2012
23079075Two h-index benchmarks for evaluating the publication performance of medical informatics researchers.J Med Internet Res2012
22768321A Protocol for the secure linking of registries for HPV surveillance.PLoS One2012
22776692P2P watch: personal health information detection in peer-to-peer file-sharing networks.J Med Internet Res2012
22776564Estimating the re-identification risk of clinical data sets.BMC Med Inform Decis Mak2012
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Collaborators

Childrens Hospital of Eastern Ontario Research Institute
Co-authored papers 17
Children's Hospital of Eastern Ontario (CHEO) Research Institute
Co-authored papers 10
Vanderbilt University
Co-authored papers 8
College of Information Technology
Co-authored papers 7
Odette Cancer Centre
Co-authored papers 5
McGill University
Co-authored papers 5
Memorial University of Newfoundland
Co-authored papers 5
University of Texas at Dallas
Co-authored papers 4
University of Ottawa
Co-authored papers 4
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Co-authored papers 2
Juravinski Hospital and Cancer Centre, Escarpment Cancer Research Institute
Co-authored papers 2
University of Ottawa
Co-authored papers 2
Google
Co-authored papers 2
McGill University.
Co-authored papers 2
Universite de Montreal
Co-authored papers 1
Co-authored papers 1
University of Central Florida
Co-authored papers 1
University Hospitals Leuven
Co-authored papers 1
University of Ottawa
Co-authored papers 1
The Turing Institute
Co-authored papers 1
McGill University
Co-authored papers 1
Baylor College of Medicine
Co-authored papers 1
University of Alberta
Co-authored papers 1
The Wellcome Trust Sanger Institute
Co-authored papers 1
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Co-authored papers 1
Novartis Pharma AG
Co-authored papers 1
National Cancer Research Institute
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University of Cambridge
Co-authored papers 1