Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach.
Byron C. WallaceAnna Noel-StorrIain James MarshallAaron M. CohenNeil R. SmalheiserJames ThomasPublished in: J. Am. Medical Informatics Assoc. (2017)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- learning algorithm
- information extraction
- computer vision
- learning tasks
- machine learning and data mining
- natural language
- learning systems
- supervised learning
- knowledge representation
- learning problems
- statistical methods
- inductive logic programming
- computational intelligence
- feature selection
- data mining
- explanation based learning
- mechanical turk
- database
- knowledge acquisition
- case based reasoning
- training data
- decision trees