Identifying Clinical Risk Factors for Opioid Use Disorder using a Distributed Algorithm to Combine Real-World Data from a Large Clinical Data Research Network.
Jiayi TongZhaoyi ChenRui DuanWei-Hsuan Lo-CiganicTianchen LyuCui TaoPeter A. MerkelHenry R. KranzlerJiang BianYong ChenPublished in: AMIA (2020)
Keyphrases
- clinical data
- raw data
- data sets
- real world
- statistical analysis
- learning algorithm
- training data
- real patient data
- computer networks
- statistical methods
- data sources
- clinical information
- domain experts
- patient records
- risk factors
- image data
- clinical data sets
- information systems
- medical data
- database
- machine learning
- data analysis
- knowledge discovery
- network traffic
- patient data
- mr images
- blood pressure
- data mining techniques
- medical images