Join us at IMSH 2023, Society for Simulation in Healthcare


now part of KWYN

An AI virtual training system for medical and logistics personnel

Optimized learning path and curriculum

Charles River Analytics has developed a mobile-friendly, personalized training program for first responders to practice and refine medical and trauma treatment skills on virtual patients.

MSTAT intelligently adapts to a specific trainee’s learning curve, providing an optimized learning path and curriculum. MSTAT is now part of our KWYN EFECTIVE Mobile system. 

MSTAT (now part of KWYN EFECTIVE Mobile) presents users with virtual patients in unlimited scenarios so they can practice treating injuries and receive immediate feedback on their performance.

Meeting training challenges for first responders

A virtual environment can provide necessary hands-on training without exposing trainees to harsh surroundings or the use of expensive equipment. With MSTAT’s virtual technology and naturalistic user interfaces, trainees can safely visit—and revisit—challenging environments, better preparing them for real-world scenarios.

Trainees can have a wide range of abilities and knowledge; MSTAT’s individualized training accommodates these differences, tracking individual progress and providing interactive virtual patients with varying levels of injury. MSTAT can deliver a series of existing scenarios or automatically generate novel scenarios tailored to specific learning needs.

AI tailors scenarios to the trainee’s learning curve in real time

The MSTAT (now part of KWYN EFECTIVE Mobile) adaptive intelligent training technology combines Charles River’s advanced decision-making framework with knowledge from experienced military medical personnel. This framework models skills and captures important and generalizable decision-making themes, then assesses trainee proficiency against objective performance metrics linked to skills.

Annotated skill trees break down tasks into their component parts, including non-standard steps, repair steps, and technique variations.

Key advantages

Virtual training helps trainees master the rapid, critical decision-making skills needed to save lives, giving them the confidence to perform quickly when faced with real-life emergencies.

Training tailored to an individual’s current abilities and knowledge increases efficiency and reduces training time and cost.

Charles River Analytics’ training technology can easily be scaled and applied to other medical training curriculums.

Contact us to learn more about MSTAT (now part of KWYN EFECTIVE Mobile) and our other medical training capabilities.

Effort sponsored by the Government under Other Transactions Number W81XWH-15-9-0001; The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies or endorsements, either expressed or implied, of the U.S. Government.

Our passion for science and engineering drives us to find impactful, actionable solutions.