Machine Learning Predictability of Clinical Next Generation Sequencing for Hematologic Malignancies to Guide High-Value Precision Medicine.
Grace Y. E. KimMorteza NoshadHenning StehrRebecca RojanskyDita GratzingerJean OakRondeep BrarDavid IberriChristina KongJames L. ZehnderJonathan H. ChenPublished in: AMIA (2021)
Keyphrases
- machine learning
- medical domain
- high precision
- machine learning methods
- traditional chinese medicine
- intensive care
- data mining
- pattern recognition
- knowledge acquisition
- machine learning algorithms
- therapy planning
- clinical practice
- natural language processing
- supervised learning
- artificial intelligence
- knowledge representation
- wide range
- information extraction
- decision trees
- patient data
- explanation based learning
- learning tasks
- average precision
- inductive logic programming
- reinforcement learning
- clinical applications
- medical knowledge
- computer science
- support vector machine
- learning algorithm
- clinical databases