The validity of synthetic clinical data: a validation study of a leading synthetic data generator (Synthea) using clinical quality measures.
Junqiao ChenDavid ChunMilesh PatelEpson ChiangJesse JamesPublished in: BMC Medical Informatics Decis. Mak. (2019)
Keyphrases
- synthetic data
- clinical data
- quality measures
- statistical analysis
- medical data
- patient data
- real world
- clinical information
- data sets
- clinical databases
- clinical data sets
- raw data
- medical knowledge
- cancer patients
- real patient data
- electronic health records
- domain experts
- electronic medical record
- patient records
- evaluation measures
- databases