This paper is in the following e-collection/theme issue:

Shared Electronic Health Records and Health Information Systems (93)

Published on in Vol 1, No 1 (2009):

Construction and Validation of Synthetic Electronic Medical Records

Construction and Validation of Synthetic Electronic Medical Records

Construction and Validation of Synthetic Electronic Medical Records

Authors of this article:

Linda Moniz1 ;   Anna L. Buczak1 ;   Lang Hung1 ;   Steven Babin1 ;   Michael Dorko2 ;   Joseph Lombardo1
The full text of this article is available as a PDF download by clicking here.
Article Authors Cited by (9) Tweetations Metrics

Journals

  1. Anacleto A, Dias J. Data Analysis in Radiotherapy Treatments. International Journal of E-Health and Medical Communications 2018;9(3):43 View
  2. Arvanitis T, White S, Harrison S, Chaplin R, Despotou G. A method for machine learning generation of realistic synthetic datasets for validating healthcare applications. Health Informatics Journal 2022;28(2) View
  3. Reiner Benaim A, Almog R, Gorelik Y, Hochberg I, Nassar L, Mashiach T, Khamaisi M, Lurie Y, Azzam Z, Khoury J, Kurnik D, Beyar R. Analyzing Medical Research Results Based on Synthetic Data and Their Relation to Real Data Results: Systematic Comparison From Five Observational Studies. JMIR Medical Informatics 2020;8(2):e16492 View
  4. Walonoski J, Kramer M, Nichols J, Quina A, Moesel C, Hall D, Duffett C, Dube K, Gallagher T, McLachlan S. Synthea: An approach, method, and software mechanism for generating synthetic patients and the synthetic electronic health care record. Journal of the American Medical Informatics Association 2018;25(3):230 View
  5. Lacasa M, Prados F, Alegre J, Casas-Roma J. A synthetic data generation system for myalgic encephalomyelitis/chronic fatigue syndrome questionnaires. Scientific Reports 2023;13(1) View
  6. Davalan W, Khalaf R, Diaz R. Reproduction of Original Glioblastoma and Brain Metastasis Research Findings Using Synthetic Data. World Neurosurgery 2025;196:123808 View

Books/Policy Documents

  1. Riaño D, Fernández-Pérez A. Knowledge Representation for Health Care. View

Conference Proceedings

  1. McLachlan S, Dube K, Gallagher T. 2016 IEEE International Conference on Healthcare Informatics (ICHI). Using the CareMap with Health Incidents Statistics for Generating the Realistic Synthetic Electronic Healthcare Record View
  2. Mayer B, Arnold J, Begoli E, Rush E, Drewry M, Brown K, Ponce E, Srinivas S. 2018 IEEE 34th International Conference on Data Engineering Workshops (ICDEW). Evaluating Text Analytic Frameworks for Mental Health Surveillance View