Machine learning based forecast for the prediction of inpatient bed demand

Medicina y ciencias biológicas

• Machine Learning 100%
• Inpatients 70%
• Hospital Emergency Service 28%
• Anesthesia 27%
• Support Vector Machine 21%
• Workflow 19%
• Patient Safety 17%
• Cluster Analysis 15%
• Patient Care 13%
• Observation 12%

Ciencias sociales

• demand 60%
• learning 30%
• adverse events 29%
• workflow 24%
• time 23%
• surgery 22%
• incident 18%
• utilization 17%
• regression 14%
• planning 13%
• cause 13%
• management 10%
• performance 10%
• resources 9%