Predictive and Prescriptive Analytics - SimTrack Health
 

Real-Time Integrated Solution Providing Predictive and Prescriptive Analytics in Healthcare

Healthcare Predictive and Prescriptive Analytics

Live Data generated from the predictive model
provides the current and future status of the operation.

In the prescriptive model mode, real-time optimization and validation is performed in the background.
For each potential optimization method, and similar to the predictive environment,
a set of Monte Carlo simulation is run in order to determine the viability of the solution.

 

Predictive, Prescriptive Analytics
Predictive Analytics
Predictive Analytics
Predictive, Prescriptive Analytics
 

 

Real-Time ED Optimization
with Predictive Analytics
ED Optimization
Real-Time Schedule Optimization
in the Operating Room
OR Schedule Optimization

 

 

 
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Real-Time Optimization

Real-Time Optimization generates a number of
Actionable Potential Improvements

The system reacts to the optimization suggestion in different ways depending on its configuration.
Optimize and maintain schedule adherence in real-time based on live system feedback.
SimTrack Health® open architecture enables it to interact with a multitude of live data systems such as
HL7 data feed, RFID, Barcode, GPS, EMR/EHR, or RTLS systems.
 
 
 Predictive Analytics Software  
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 Predictive Analytics ROI  
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Powered by On-The-Fly Dynamic Simulation

Interactive Simulation that allows for on-the-fly model behavior
definition and constraint changes while the simulation is running

Intelligent models consistently learn from the current environment, readjust on-the-fly and
consistently perform validation, analysis, and optimization without user intervention.
 
 

 

Intelligent Self-Evolving Model With Real Time Connectivity

Whether the models are connected to a HL7 data feed,
EMR/EHR, or RTLS systems, they need to be capable to self evolve
in order to support the varying environment they represent.

Self-Modifying models are able to detect changes in the external environment and constantly evolve
in order to support the new constraints. An example of an evolving model would be adding new rooms
to an ED department, changing Operationg Room capabilities, or adding providers.

Live Environments Are Constantly Changing

 

 
  • New beds are added, equipment modified, rooms expanded, providers' schedules modified.
  • Predictive analytics require with a high degree of confidence to operate efficiently,
    • Models and constraints need to self evolve based on the real-time data.
      • Adding a surgical room to an OR operation should be handled without user interaction.
      • Constraints to the added component are learned from the live data feed and applied dynamically to the model.
  • Minimum user intervention.
 

 

 

 Predictive Analytics Software  
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 Predictive Analytics ROI  
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Real-Time Dashboards

Live integrated dashboards constantly update based on system status

 
  • Permission based dashboards with real time updates.
  • Dashboard components are Mobile friendly and are compatible with all browsers.
  • Each dashboard can be customized to display specific charts, graphs, and gauges to help identify current and predicted state.
  • Live streaming of 2D and 3D representation of the operation.
 

 

 

SimTrack ED Dashboaord with forecasting            SimTrack ED Dashboaord with forecasting

 

 

Distributed Simulation Modeling and Optimization

Multiple Models Representing Different Activities

 
Hybrid models, some models are running in parallel while others are running sequentially.
  • Models can run on independent workstations, virtual machines/cloud, all contributing to the Predictive results.
  • Auto-Start of new models based on Predictive Analysis.
  • Models auto-sync based on predetermined constraints.
  • Models can rewind and forward based on the state of related models.
 

 

 

 

 
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SimTrack Health® Features:
Predictive and Prescriptive Analytics with Real-Time Data and Simulation

Real-Time Optimization

REAL-TIME OPTIMIZATION
View tracked items in realtime in 2D or 3D. Hover over an item to display a quick summary, or click the item to display
detailed tracking information and properties. SimTrack Health enables multiple remote views of the operation.
In addition, a web based interface is provided for data monitoring and reporting.

 

 
  • Real-Time Visibility, Remote Monitoring, and Live TrackingReal-Time Visibility, Remote Monitoring, and Live Tracking
  • Track and monitor providers, people, equipment operational efficiency, and other activities
  • View Real-Time operational status, value added and non-value added time, current capacities
  • Detailed monitoring of equipment status and downtime
  • Item traceability and accountability
  • Interact with live data systems such as HL7 data feed, RFID, Barcode, GPS, EMR/EHR, or RTLS systems, etc.
  • Adjust provider allocations based on varying levels of demand, equipment utilization, transports, etc.
  • View key metrics including process utilization, room change over, inter-department communication and other areas of inefficiencies
  • Visualize current constraints and their impact on overall system behavior
 
 

Simulation and Replay

SIMULATION and REPLAY
Replay the tracked data just like a DVR. Rewind the clock and view the activities as they occurred.
Switch SimTrack Health to simulation mode and use the replay feature to optimize and improve the Patient flow
using the integrated Simcad Process Simulator.

 

 
  • Replay tracked data and view animated activities with time stamps Simulation and Replay
  • Use as a training environment for current and new employees
  • Experiment with improved SOP’s and work instructions
  • Replay with synchronized time-lapse video, animated views and data analytics
 
 

 

Real-Time Predictive and Prescriptive Analytics

REALTIME PREDICTIVE AND PRESCRIPTIVE ANALYTICS
Accurately predict the future of the operation using live data feeds, Dynamic Simulation, and historical trends.
Display the forecasted state on web enabled dashboards for increased visibility.

 

 
  • Use historical data and current activity to accurately forecast the performance of the operationPredictive Analytics, Prescriptive Analytics
  • Forecast the impact of seasonality on the system
  • Forecast expected delay times, utilization, and length of stay
  • Minimize congestion by actively re-allocating rooms and beds based on real-time requirements and projected demand
  • Accurately forecast man-power requirements based on workers’ efficiency
  • Dynamic analysis of system capability and potential bottlenecks
  • Predict delays and proactively adjust for unexpected inefficiencies
  • Optimize inter-department communication and efficiencies
  • Real-Time Optimization with Predictive Analytics and Dynamic Forecasting
 
 

Dynamic Schedule Adherence

DYNAMIC SCHEDULE ADHERENCE
Dynamically forecast completion time per order, part, and sub-assembly. Based on current constraints and downtime,
SimTrack Health® automatically reschedules the flow to minimize lead time, improve on-time delivery, and optimize efficiency.

 

 
  • Schedule visibility identifying expected procedure and visit completion at every step Dynamic Schedule Adherence Simulation Software
  • Dynamically predict scheduling conflicts and delays in real-time
  • Auto-reschedule to minimize visit duration and lead time
  • Adjust provider requirements and analyze the impact on the schedule
  • Experiment off line with different scenarios
  • Plan efficiently for current and upcoming activities including inter-department requirements
  • Plan transport requests, manage inventory, optimize movement and flow, bed allocations, etc..
  • Real-Time Schedule Visibility and Optimization
 
 

Alerts and Notifications

ALERTS AND NOTIFICATIONS
The user-defined proactive analysis environment allows for identifying problems before they occur
and alerting appropriate personnel to take corrective action before they impact the throughput of the operation.

 

 
  • Notification of equipment alarms, maintenance delays and unplanned downtime notification and Alerts
  • Notification of expected equipment maintenance based on current load and historical trends
  • Notifications of potential delays and schedule deviation and adherence notification and Alerts
  • Notifications of the schedule slippage and potential order delays
  • Real-Time area access notification and alerts
  • Security breaches and unauthorized access notifications
  • Get notified via email, text messaging, or other media
  • Group based and individual notification settings
 
 
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 Healthcare Simulation Software  
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