A Framework for Detecting Medical Device Safety Signals Confounded by Learning Effects Using Machine Learning.
Jejo D. KoolaJialin MaoSharon E. DavisHenry SsemagandaDax M. WestermanLucila Ohno-MachadoFrederic S. ResnicMichael E. MathenyPublished in: AMIA (2022)
Keyphrases
- machine learning
- learning systems
- learning algorithm
- learning process
- learning tasks
- knowledge acquisition
- learning scheme
- statistical learning
- learning problems
- artificial intelligence
- statistical machine learning
- feature selection
- explanation based learning
- active learning
- design principles
- supervised learning
- computer based instruction
- learning methodologies
- online learning
- prior knowledge
- reinforcement learning
- decision trees
- model selection
- text classification
- learning analytics
- knowledge representation
- pattern recognition
- cognitive load
- computer vision
- data mining