Identifying and evaluating clinical subtypes of Alzheimer's disease in care electronic health records using unsupervised machine learning.
Nonie AlexanderDaniel C. AlexanderFrederik BarkhofSpiros C. DenaxasPublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- electronic health records
- health information systems
- machine learning
- electronic medical record
- patient care
- clinical data
- health care
- medical records
- clinical trials
- healthcare providers
- health information technology
- chronic disease
- health data
- medical data
- health care professionals
- health information
- knowledge discovery
- medical knowledge
- patient data
- data mining
- knowledge acquisition
- health records
- feature selection
- clinical decision support systems
- home care
- database
- breast cancer
- clinical guidelines
- statistical analysis
- domain experts
- active learning
- digital libraries
- monitoring system
- care delivery
- knowledge representation
- data analysis
- mr images
- information systems