Data-Driven Visual Characterization of Patient Health-Status Using Electronic Health Records and Self-Organizing Maps.
David Chushig-MuzoCristina Soguero-RuízAndries P. EngelbrechtPablo de Miguel-BohoyoInmaculada Mora-JiménezPublished in: IEEE Access (2020)
Keyphrases
- self organizing maps
- health data
- electronic health records
- health status
- clinical data
- health related
- health care
- neural network
- clinical trials
- medical records
- unsupervised learning
- medical data
- patient care
- health records
- information systems
- health information
- monitoring system
- input data
- information overload
- temporal databases
- patient data
- database
- free text
- privacy preserving
- decision support system
- active learning
- k means