Application of the C-Means Fuzzy Clustering Method for the Patient's State Recognition Problems in the Medical Monitoring System.
Nina BakumenkoViktoriia StriletsMykhaylo UgryumovPublished in: COLINS (2019)
Keyphrases
- monitoring system
- patient care
- intensive care units
- fuzzy clustering
- patient safety
- fuzzy clustering method
- medical experts
- feature extraction
- data acquisition
- fuzzy c means algorithm
- health status
- activity recognition
- vital signs
- clustering method
- medical records
- lightweight
- unsupervised learning
- expert systems
- feature space
- pattern recognition