Healthcare
❯
Real-Time Patient Triage
❯Hospital Patient Management
❯Hospital management tools
Hospital management tools
For:
Hospital administrator
Scope:
Temporal data mining, visualization
Goal:
Improve Operation Efficiency
Generation of clinical pathways
For:
Nursing staff
Scope:
Decision tree, clustering
Goal:
Improve Operation Efficiency
Machine-learning based triage to determine low-severity patients that can be fast-tracked to admission in ED due to their short discharge length
For:
Emergency Departments in hospitals.
Goal:
Improved Employee Efficiency
Discharge summary classifier
For:
Medical staff
Scope:
Decision tree, random forest, SVM, BNN, deep learning
Goal:
Improve Operation Efficiency
Real-time patient support and medical information service applying spoken dialogue system
For:
Dentist
Hospital
Scope:
Medical business support system using artificial intelligence-based human-
computer interface technology.
Goal:
Other
Hospital management tools
For:
Hospital administratorGoal:
Improve Operation EfficiencyProblem addressed
Hospital management
Scope of use case
Temporal data mining, visualization
Description
A scheme for innovation of hospital services based on data
mining. Then, based on this scheme, data mining techniques
are applied to data extracted from hospital information
systems. The results included several interesting findings,
which suggests that the reuse of stored data would provide a
powerful tool to improve the quality of hospital services.