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Khaled El Emam

mcmaster university

55H-index
243Paper Count
1.2WCitation Count
Published Papers 70
Publication Date
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Sample size calculation for training ensemble machine learning models on health data
errPatterns
IF7.4
err2026-03-26
err0
errOAAI
errNicholas Mitsakakis; Dan Liu; Thomas Walters; Khaled El Emam
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Prognostic and predictive performance of PREDICT 2.1, PREDICT v3, and RSClin in node-negative early breast cancer: a TEAM pathology substudy
errBreast Cancer Research and Treatment
IF3
err2026-02-05
err1
PREAI
errLeblanc, Andreanne; Beltran-Bless, Ana-Alicia; Pond, Gregory R.; El Emam, Khaled; Juwara, Lamin; Clemons, Lucas; Bayani, Jane; Pilgram, Lisa; Pharoah, Paul; Mallon, Elizabeth; Taylor, Karen J.; Markopoulos, Christos; Dirix, Luc; Vandermeer, Lisa; Hilton, John; Savard, Marie France; Bartlett, John M. S.; Clemons, Mark
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Crossing borders securely: synthetic data and federated networks for privacy-preserving access to real-world data and emerging use cases
errnpj Digital Medicine
IF15.1
err2025-12-15
err0
errOAAI
errEcho H. Wang; Puja Myles; Randi Foraker; Sengwee Toh; Lucy Mosquera; Khaled El Emam; Mehmet Burcu
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Protecting patient privacy in tabular synthetic health data: a regulatory perspective
errnpj Digital Medicine
IF15.1
err2025-11-28
err0
errOAAI
errLisa Pilgram; Haksoo Ko; Adeline Tung; Khaled El Emam
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Applying Machine Learning to Predict Complex Clinical Course in Youth With Eating Disorders
errInternational Journal of Eating Disorders
IF4.3
err2025-10-13
err0
errOAAI
errStephanie Ryall; Abigail Bradley; Khaled El Emam; Nicole Obeid
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Should we synthesize more than we need: impact of synthetic data generation for high-dimensional cross-sectional medical data
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-10-01
err1
PREAI
errPilgram, Lisa; El Kababji, Samer; Liu, Dan; El Emam, Khaled
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A consensus privacy metrics framework for synthetic data
errPatterns
IF7.4
err2025-07-29
err0
errOAAI
errLisa Pilgram; Fida Kamal Dankar; Jörg Drechsler; Mark Elliot; Josep Domingo-Ferrer; Paul Francis; Murat Kantarcioglu; Linglong Kong; Bradley Malin; Krishnamurty Muralidhar; Puja Myles; Fabian Prasser; Jean Louis Raisaro; Chao Yan; Khaled El Emam
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errSave
Perspectives of Canadian privacy regulators on anonymization practices and anonymized information: a qualitative study
errInternational Data Privacy Law
IF1.9
err2024-12-01
err3
errOAAI
errEl Emam, Khaled; Fineberg, Anita; Jonker, Elizabeth; Pilgram, Lisa
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Artificial Intelligence for Predicting Emergency Departments Visits in Kids with Asthma (AIRE-KIDS)
errEUROPEAN RESPIRATORY JOURNAL
IF21
err2024-10-30
err0
PREAI
errOoi, Hui-Lee; El Emam, Khaled; Radhakrishnan, Dhenuka
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Development and application of a weighted change score to evaluate interventions for vasomotor symptoms in patients with breast cancer using regression trees: a cohort study
errBREAST CANCER RESEARCH AND TREATMENT
IF3
err2024-05-19
err0
errOAAI
errCole, Katherine Marie; McGee, Sharon; Clemons, Mark; Liu, Michelle; MacDonald, Fiona; Vandermeer, Lisa; Ng, Terry L.; Pond, Gregory; El Emam, Khaled
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errSave
Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Models (CREMLS)
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2024-05-02
err2
errOAAI
errEl Emam, Khaled; Leung, Tiffany, I; Malin, Bradley; Klement, William; Eysenbach, Gunther
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An evaluation of synthetic data augmentation for mitigating covariate bias in health data
errPATTERNS
IF7.4
err2024-04-01
err5
errOAAI
errJuwara, Lamin; El-Hussuna, Alaa; El Emam, Khaled
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An evaluation of the replicability of analyses using synthetic health data
errSCIENTIFIC REPORTS
IF3.9
err2024-03-24
err6
errOAAI
errEl Emam, Khaled; Mosquera, Lucy; Fang, Xi; El-Hussuna, Alaa
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errSave
Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data Sets
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2023-09-01
err8
errOAAI
errEl Kababji, Samer; Mitsakakis, Nicholas; Fang, Xi; Beltran-Bless, Ana-Alicia; Pond, Greg; Vandermeer, Lisa; Radhakrishnan, Dhenuka; Mosquera, Lucy; Paterson, Alexander; Shepherd, Lois; Chen, Bingshu; Barlow, William E.; Gralow, Julie; Savard, Marie-France; Clemons, Mark; El Emam, Khaled
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errSave
Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Modeling Studies: Development and Validation
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2023-08-31
err21
errOAAI
errKlement, William; El Emam, Khaled
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errSave
A comparison of synthetic data generation and federated analysis for enabling international evaluations of cardiovascular health
errSCIENTIFIC REPORTS
IF3.9
err2023-07-17
err5
errOAAI
errAzizi, Zahra; Lindner, Simon; Shiba, Yumika; Raparelli, Valeria; Norris, Colleen M.; Kublickiene, Karolina; Herrero, Maria Trinidad; Kautzky-Willer, Alexandra; Klimek, Peter; Gisinger, Teresa; Pilote, Louise; El Emam, Khaled
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errSave
Status of Synthetic Data Generation for Structured Health Data
errJCO CLINICAL CANCER INFORMATICS
IF2.8
err2023-06-01
err7
errOAAI
errEl Emam, Khaled
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errSave
A method for generating synthetic longitudinal health data
errBMC MEDICAL RESEARCH METHODOLOGY
IF3.4
err2023-03-23
err13
errOAAI
errMosquera, Lucy; El Emam, Khaled; Ding, Lei; Sharma, Vishal; Zhang, Xue Hua; El Kababji, Samer; Carvalho, Chris; Hamilton, Brian; Palfrey, Dan; Kong, Linglong; Jiang, Bei; Eurich, Dean T.
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Sex and gender aspects in diabetes mellitus: Focus on access to health care and cardiovascular outcomes
errFRONTIERS IN PUBLIC HEALTH
IF3.4
err2023-02-02
err8
errOAAI
errGisinger, Teresa; Azizi, Zahra; Alipour, Pouria; Harreiter, Juergen; Raparelli, Valeria; Kublickiene, Karolina; Herrero, Maria Trinidad; Norris, Colleen M.; El Emam, Khaled; Pilote, Louise; Kautzky-Willer, Alexandra
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errSave
Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study
errJMIR MEDICAL INFORMATICS
IF3.8
err2022-04-07
err30
errOAAI
errEl Emam, Khaled; Mosquera, Lucy; Fang, Xi; El-Hussuna, Alaa
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Lincoln Stein
H-index: 118 · Papers: 489
T
Thomas E. Nichols
H-index: 105 · Papers: 748
P
Paul C. Boutros
H-index: 102 · Papers: 1.1K
W
William E. Barlow
H-index: 90 · Papers: 454
S
Sohrab P. Shah
H-index: 90 · Papers: 611
View more