Ontologizing health systems data at scale: making translational discovery a reality.
Tiffany J. CallahanAdrianne L. StefanskiJordan M. WyrwaChenjie ZengAnna OstropoletsJuan M. BandaWilliam A. Baumgartner Jr.Richard D. BoyceElena CasiraghiBen D. ColemanJanine H. CollinsSara J. Deakyne DaviesJames A. FeinsteinAsiyah Y. LinBlake MartinNicolas A. MatentzogluDaniella MeekerJustin T. ReeseJessica SinclairSanya Bathla TanejaKaty E. TrinkleyNicole A. VasilevskyAndrew E. WilliamsXingmin Aaron ZhangJoshua C. DennyPatrick B. RyanGeorge HripcsakTellen D. BennettMelissa A. HaendelPeter N. RobinsonLawrence E. HunterMichael G. KahnPublished in: npj Digit. Medicine (2023)
Keyphrases
- data sets
- synthetic data
- database
- knowledge discovery
- data analysis
- experimental data
- data processing
- raw data
- computer systems
- data quality
- training data
- data collection
- image data
- learning algorithm
- data sources
- prior knowledge
- high dimensional
- high quality
- relational databases
- high dimensional data
- databases
- complex systems
- sensor data
- expert systems
- statistical methods
- data structure