Emergency Medical Service Spatiotemporal Prediction Model
Machine Learning
Public Health
Resource Allocations
Spatial-Temporal Graph Convolutional Networks
ST-GCN Prediction Results by Center Level
These animations present a timeline of predicted outcomes across regions in the study area, illustrating hourly variations from 0 (12 AM) to 23 (11 PM).
1) Regional Rescue HQ
Predicted EMS Call Frequency |
---|
![]() |
Predicted Response Time (min) |
![]() |
2) 911 Safety Center
Predicted EMS Call Frequency |
---|
![]() |
Predicted Response Time (min) |
![]() |
3) Local Response Team
Predicted EMS Call Frequency |
---|
![]() |
Predicted Response Time (min) |
![]() |