An operational guide to translational clinical machine learning in academic medical centers.
Mukund PoddarJayson S. MarwahaWilliam YuanSantiago Romero-BrufauGabriel A. BratPublished in: npj Digit. Medicine (2024)
Keyphrases
- machine learning
- medical domain
- medical diagnostic
- medical data
- medical experts
- medical records
- diagnostic imaging
- medical treatment
- clinical decision support
- patient records
- medical knowledge
- text mining
- medical diagnosis
- machine learning methods
- disease diagnosis
- diabetic patients
- medical students
- medical information
- medical databases
- evidence based medicine
- therapy planning
- clinical practice
- patient care
- machine learning algorithms
- diagnostic process
- intensive care
- medical education
- decision making
- heart disease
- medical practice
- primary care
- cardiovascular disease
- patient data
- critical care
- artificial intelligence
- medical images
- data mining
- data analysis
- knowledge discovery
- medical doctors
- health information systems
- clinical information
- rule interestingness measures
- clinical data
- information extraction
- natural language processing
- knowledge acquisition
- medical imaging
- home care
- reinforcement learning
- operating room
- information systems
- clinical trials
- learning algorithm
- computer science
- medical practitioners
- clinical diagnosis
- traditional chinese medicine
- discharge summaries
- ischemic stroke
- clinical decision support systems