Producing personalized statin treatment plans to optimize clinical outcomes using big data and machine learning.
Chih-Lin ChiJin WangPui Ying YewTatiana LenskaiaMatt LothPrajwal Mani PradhanYue LiangPrashanth KurellaRishabh MehtaJennifer G. RobinsonPeter J. TonellatoTerrence J. AdamPublished in: J. Biomed. Informatics (2022)
Keyphrases
- big data
- machine learning
- statistical and machine learning
- data science
- health informatics
- data analysis
- medical treatment
- cloud computing
- knowledge discovery
- unstructured data
- data processing
- social media
- acute myocardial infarction
- data management
- big data analytics
- treatment planning
- disease progression
- ischemic stroke
- data intensive
- high volume
- cancer patients
- business intelligence
- vast amounts of data
- predictive modeling
- information extraction
- clinical data
- data warehousing
- data sets
- clinical trials
- databases
- data driven decision making
- e learning
- text classification
- information processing
- massive data
- medical data
- patient data
- clinical practice
- social computing
- model selection
- decision support system
- supervised learning
- data model
- data intensive computing
- artificial intelligence