K. El Emam

发表

Evaluating Common De-Identification Heuristics for Personal Health Information

K. El Emam, Sam Jabbouri, S. Sams, 2006, Journal of medical Internet research.

Who’s Using PDAs? Estimates of PDA Use by Health Care Providers: A Systematic Review of Surveys

K. El Emam, C. Garritty, 2006, Journal of medical Internet research.

Prepublication data sharing

Christopher P Austin, Rolf Apweiler, Tatsuhiko Tsunoda, 2009, Nature.

Policy recommendations for addressing privacy challenges associated with cell-based research and interventions

Ian R. Kerr, B. Malin, K. El Emam, 2014, BMC medical ethics.

Methods for the de-identification of electronic health records for genomic research

K. El Emam, Khaled El Emam, 2011, Genome Medicine.

A Protocol for the Secure Linking of Registries for HPV Surveillance

Murat Kantarcioglu, Liam Peyton, Saeed Samet, 2012, PloS one.

The Use of Electronic Data Capture Tools in Clinical Trials: Web-Survey of 259 Canadian Trials

Khaled El Emam, Elizabeth Jonker, Karmela Krleža-Jerić, 2009, Journal of medical Internet research.

Physician privacy concerns when disclosing patient data for public health purposes during a pandemic influenza outbreak

David Buckeridge, Khaled El Emam, Elizabeth Jonker, 2011, BMC public health.

Evaluating the re-identification risk of a clinical study report anonymized under EMA Policy 0070 and Health Canada Regulations

Christian W. Probst, K. El Emam, J. Branson, 2020, Trials.

Measuring re-identification risk using a synthetic estimator to enable data sharing

K. El Emam, Linglong Kong, Yangdi Jiang, 2022, PloS one.

Importance of sex and gender factors for COVID-19 infection and hospitalisation: a sex-stratified analysis using machine learning in UK Biobank data

K. El Emam, Farhad Maleki, R. Forghani, 2022, BMJ Open.

Synthetic data as an enabler for machine learning applications in medicine

K. El Emam, D. Buckeridge, J. Rajotte, 2022, iScience.

Algorithms to anonymize structured medical and healthcare data: A systematic review

K. El Emam, K. Emam, A. Bangash, 2022, Frontiers in Bioinformatics.

Correction: A Systematic Review of Re-Identification Attacks on Health Data

Bradley Malin, Luk Arbuckle, Khaled El Emam, 2015, PloS one.

Correction: A Systematic Review of Re-Identification Attacks on Health Data

B. Malin, K. El Emam, Luk Arbuckle, 2015, PloS one.

Secure Surveillance of Antimicrobial Resistant Organism Colonization or Infection in Ontario Long Term Care Homes

David Buckeridge, Saeed Samet, Luk Arbuckle, 2014, PloS one.

The Ethical Merits of Nudges in the Clinical Setting

Khaled El Emam, Ester Moher, K. El Emam, 2015, American Journal of Bioethics.

Assessing data intrusion threats.

Bradley Malin, Ann Cavoukian, Khaled El Emam, 2015, Science.

Evaluating the utility of synthetic COVID-19 case data

K. El Emam, E. Jonker, H. Sood, 2021, JAMIA open.

El Emam Et Al.: the De‐identification of the Heritage Health Prize Claims Data Set Multimedia Appendix Multimedia Appendix 1 Truncation of Claims 2 Removal of High Risk Patients

Luk Arbuckle, Benjamin Eze, Khaled El Emam, 2022 .

Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation

Khaled El Emam, Lucy Mosquera, Jason Bass, 2020, Journal of medical Internet research.

Validating a membership disclosure metric for synthetic health data

K. El Emam, L. Mosquera, Xi Fang, 2022, JAMIA open.

Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study

K. El Emam, L. Mosquera, Xi Fang, 2022, JMIR medical informatics.

Reconciling public health common good and individual privacy: new methods and issues in geoprivacy

Maged N. Kamel Boulos, K. El Emam, D. Richardson, 2022, International Journal of Health Geographics.

Can synthetic data be a proxy for real clinical trial data? A validation study

K. El Emam, L. Pilote, Chaoyi Zheng, 2021, BMJ Open.

Montreal Accord on Patient-Reported Outcomes (PROs) use series - Paper 9: anonymization and ethics considerations for capturing and sharing patient reported outcomes.

Luk Arbuckle, Khaled El Emam, Sara Ahmed, 2017, Journal of clinical epidemiology.

Anonymising and sharing individual patient data

Bradley Malin, Khaled El Emam, Sam Rodgers, 2015, BMJ : British Medical Journal.

Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation (Preprint)

K. El Emam, L. Mosquera, Jason Bass, 2020 .

A method for generating synthetic longitudinal health data

Samer El Kababji, K. El Emam, Linglong Kong, 2023, BMC Medical Research Methodology.

Sex and gender aspects in diabetes mellitus: Focus on access to health care and cardiovascular outcomes

K. El Emam, V. Raparelli, L. Pilote, 2023, Frontiers in Public Health.

Identification and inclusion of gender factors in retrospective cohort studies: the GOING-FWD framework

K. El Emam, C. Norris, V. Raparelli, 2021, BMJ Global Health.

Advancing data science in drug development through an innovative computational framework for data sharing and statistical analysis

Thomas E. Nichols, A. Mallon, K. El Emam, 2021, BMC Medical Research Methodology.

A linear programming model for preserving privacy when disclosing patient spatial information for secondary purposes

Ho-Won Jung, Khaled El Emam, K. El Emam, 2014, International Journal of Health Geographics.

How Strong are Passwords Used to Protect Personal Health Information in Clinical Trials?

Khaled El Emam, Elizabeth Jonker, Katherine Moreau, 2011, Journal of medical Internet research.

An Evaluation of Personal Health Information Remnants in Second-Hand Personal Computer Disk Drives

Khaled El Emam, Emilio Neri, Elizabeth Jonker, 2007, Journal of medical Internet research.

Appendix A: Additional Details on Synthesis Method

K. El Emam, L. Pilote, Chaoyi Zheng, 2021 .

Seven Ways to Evaluate the Utility of Synthetic Data

K. El Emam, 2020, IEEE Security & Privacy.

“Not all my friends need to know”: a qualitative study of teenage patients, privacy, and social media

K. El Emam, Maja van der Velden, 2013, Journal of the American Medical Informatics Association : JAMIA.

Can Anonymous Posters on Medical Forums be Reidentified?

Stan Matwin, Victoria Bobicev, Marina Sokolova, 2013, Journal of medical Internet research.

Two h-Index Benchmarks for Evaluating the Publication Performance of Medical Informatics Researchers

Luk Arbuckle, Kevin Anderson, Khaled El Emam, 2012, Journal of medical Internet research.

A comparison of synthetic data generation and federated analysis for enabling international evaluations of cardiovascular health

K. El Emam, P. Klimek, V. Raparelli, 2023, Scientific reports.

Personal Health Information Leak Prevention in Heterogeneous Texts

Liam Peyton, Marina Sokolova, Khaled El Emam, 2009 .

De-identification Methods for Open Health Data: The Case of the Heritage Health Prize Claims Dataset

K. El Emam, Günes Koru, Luk Arbuckle, 2012, Journal of medical Internet research.

A Survey of Quality Assurance Practices in Biomedical Open Source Software Projects

Günes Koru, Khaled El Emam, Medha Umarji, 2007, Journal of medical Internet research.

A Systematic Review of Re-Identification Attacks on Health Data

B. Malin, K. El Emam, Luk Arbuckle, 2011, PloS one.

Who’s Using PDAs? Estimates of PDA Use by Health Care Providers: A Systematic Review of Surveys

K. El Emam, C. Garritty, Khaled El Emam, 2006, Journal of medical Internet research.

Efficient Active Learning for Electronic Medical Record De-identification.

Bradley A Malin, Khaled El Emam, Muqun Li, 2019, AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science.

P2P Watch: Personal Health Information Detection in Peer-to-Peer File-Sharing Networks

Marina Sokolova, Luk Arbuckle, Khaled El Emam, 2012, Journal of medical Internet research.

Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation

K. El Emam, L. Mosquera, Jason Bass, 2020, Journal of Medical Internet Research.

Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data Sets.

K. El Emam, M. Clemons, M. Savard, 2023, JCO clinical cancer informatics.

Status of Synthetic Data Generation for Structured Health Data.

K. El Emam, 2023, JCO clinical cancer informatics.

Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Modeling Studies: Development and Validation

K. El Emam, W. Klement, Khaled El Emam, 2023, Journal of medical Internet research.