Generating high-fidelity synthetic patient data for assessing machine learning healthcare software.
Allan TuckerZhenchen WangYlenia RotalintiPuja MylesPublished in: npj Digit. Medicine (2020)
Keyphrases
- high fidelity
- patient data
- machine learning
- healthcare providers
- health information systems
- clinical data
- home care
- medical image compression
- electronic health records
- intensive care
- real time
- electronic medical record
- medical data
- high quality
- health records
- intraoperative
- real world
- health care
- high resolution
- information systems
- medical records
- knowledge acquisition
- clinical guidelines
- knowledge discovery
- decision trees
- artificial intelligence
- data mining
- medical doctors
- statistical analysis
- video conferencing
- medical images
- domain specific
- computational intelligence
- data analysis
- video sequences
- training data
- decision making
- data sets