From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system.
Eren GultepeJeffrey P. GreenHien NguyenJason AdamsTimothy E. AlbertsonIlias TagkopoulosPublished in: J. Am. Medical Informatics Assoc. (2014)
Keyphrases
- patient outcomes
- clinical practice
- clinical decision support systems
- vital signs
- machine learning
- traumatic brain injury
- medical data
- clinical trials
- medical images
- clinical data
- heart rate
- heart failure
- clinical decision support
- medical imaging
- knowledge discovery
- monitoring system
- decision support system
- medical practice
- decision support
- continuous monitoring
- ct images
- information extraction
- health monitoring
- heart disease
- patient care
- patient data
- health status
- medical knowledge
- medical records
- databases
- data analysis
- feature selection
- data mining
- clinical guidelines
- health care
- text mining
- artificial intelligence