Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data.
Shengpu TangParmida DavarmaneshYanmeng SongDanai KoutraMichael W. SjodingJenna WiensPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- clinical data
- electronic health records
- data driven
- preprocessing
- statistical analysis
- medical data
- patient data
- raw data
- clinical information
- knowledge discovery
- domain experts
- mr images
- cancer patients
- clinical data sets
- medical knowledge
- clinical decision making
- clinical databases
- databases
- patient records
- structured data
- data sources
- database systems
- x ray
- data mining