422 results on '"El-Emam, Khaled"'
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2. An evaluation of synthetic data augmentation for mitigating covariate bias in health data
3. A comparison of synthetic data generation and federated analysis for enabling international evaluations of cardiovascular health
4. A method for generating synthetic longitudinal health data
5. Clinical Trial Registries, Results Databases, and Research Data Repositories
6. Protocol for a living evidence synthesis on variants of concern and COVID-19 vaccine effectiveness
7. Creating High-Quality Synthetic Health Data: Framework for Model Development and Validation
8. Examining the role of artificial intelligence to advance knowledge and address barriers to research in eating disorders
9. Synthetic data as an enabler for machine learning applications in medicine
10. Reconciling public health common good and individual privacy: new methods and issues in geoprivacy
11. The REthinking Clinical Trials Program Retreat 2023: Creating Partnerships to Optimize Quality Cancer Care
12. Creating High-Quality Synthetic Health Data: Framework for Model Development and Validation (Preprint)
13. Advancing data science in drug development through an innovative computational framework for data sharing and statistical analysis
14. Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data Sets
15. Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Modeling Studies: Development and Validation
16. Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation
17. Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Modeling Studies: Development and Validation (Preprint)
18. Reporting and Methodological Observations on Prognostic and Diagnostic Machine Learning Studies
19. Reporting and Methodological Observations on Prognostic and Diagnostic Machine Learning Studies (Preprint)
20. Abstract 16147: Sex, Gender Factors and Cardiovascular Health in Canadian and Austrian Populations
21. Privacy Engineering From Principles to Practice: A Roadmap
22. Montreal Accord on Patient-Reported Outcomes (PROs) use series – Paper 9: anonymization and ethics considerations for capturing and sharing patient reported outcomes
23. Evaluating the re-identification risk of a clinical study report anonymized under EMA Policy 0070 and Health Canada Regulations
24. A unified framework for evaluating the risk of re-identification of text de-identification tools
25. Sex and gender aspects in diabetes mellitus: Focus on access to health care and cardiovascular outcomes
26. A privacy preserving protocol for tracking participants in phase I clinical trials
27. Algorithms to anonymize structured medical and healthcare data: A systematic review
28. Validating a membership disclosure metric for synthetic health data
29. Geospatial cryptography: enabling researchers to access private, spatially referenced, human subjects data for cancer control and prevention
30. An Analysis of Anonymization Practices Since EMA Policy 0070: Uncovering early learnings in complying with phase 1 of EMA's requirement to publish anonymized versions of clinical study reports
31. Introducing JMIR AI
32. Abstract 080: SEX AND GENDER ASPECTS IN HYPERTENSION PREVALENCE OF CANADIAN AND EUROPEAN POPULATIONS
33. Evaluation of Rare Event Detection
34. An Overview of Process Improvement in Small Settings
35. Measuring re-identification risk using a synthetic estimator to enable data sharing
36. Importance of sex and gender factors for COVID-19 infection and hospitalisation: a sex-stratified analysis using machine learning in UK Biobank data
37. Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study
38. Object-Oriented Metrics: A Review of Theory and Practice
39. The Practices and Challenges of Generating Nonidentifiable Data
40. Seven Ways to Evaluate the Utility of Synthetic Data
41. Customising software process models
42. Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study (Preprint)
43. Quantitative measurements based on process and context models
44. A Globally Optimal k-Anonymity Method for the De-Identification of Health Data
45. Anonymising and sharing individual patient data
46. Can Anonymous Posters on Medical Forums be Reidentified?
47. SEX, GENDER AND CARDIOVASCULAR HEALTH, AN ANALYSIS OF SYNTHETIC DATA FROM A POPULATION BASED STUDY
48. Can synthetic data be a proxy for real clinical trial data? A validation study
49. Identification and inclusion of gender factors in retrospective cohort studies: the GOING-FWD framework
50. Protecting Privacy Using k-Anonymity
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