Machine learning directed interventions associate with decreased hospitalization rates in hemodialysis patients.
Sheetal ChaudhuriHao HanLen UsvyatYue JiaoDavid SweetAllison VinsonStephanie Johnstone SteinbergDugan MadduxKathleen BelmonteJane BrzozowskiBrad BucciPeter KotankoYuedong WangJeroen P. KoomanFranklin W. MadduxJohn LarkinPublished in: Int. J. Medical Informatics (2021)
Keyphrases
- machine learning
- data mining
- primary care
- chronic disease
- machine learning approaches
- pattern recognition
- artificial intelligence
- neural network
- quality assessment
- learning tasks
- learning systems
- machine learning algorithms
- learning algorithm
- support vector machine
- natural language processing
- text mining
- text classification
- knowledge discovery
- knowledge representation
- active learning
- explanation based learning
- temporal abstractions
- high risk
- medical care
- machine learning methods
- clinical data
- medical data
- inductive learning
- reinforcement learning
- information extraction
- data analysis
- feature selection