Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health Records.
Liqin WangJohn LaurentievJie YangYing-Chih LoRebecca E. AmariglioGad MarshallLi ZhouPublished in: AMIA (2021)
Keyphrases
- machine learning algorithms
- electronic health records
- benchmark data sets
- learning algorithm
- machine learning
- machine learning methods
- decision trees
- clinical trials
- machine learning models
- machine learning approaches
- health data
- clinical data
- health information technology
- medical data
- decision making
- expert systems
- digital libraries
- data mining
- databases
- statistical machine learning
- standard machine learning algorithms
- database