A team led by a US Army major has taken a major step toward protecting deployed troops from malaria with an offline-capable system designed to rapidly identify disease-carrying mosquito species during missions.
Michael Dunbar, commander of the 5th Medical Detachment unit, combined traditional mosquito traps with a camera and an AI-powered identification program trained by entomologists to analyze local mosquito populations.
The system, which won first place at the recent Pacific Victors Innovation Challenge, can reportedly achieve a 90-percent detection accuracy rate.
Once a mosquito is captured, the trap’s camera begins recording while the AI system initiates species identification.
Results can be generated in as fast as 90 seconds, dramatically reducing a process that can otherwise take up to two weeks.
Answering Real-World Problems
Dunbar’s proposal was shaped by operational experience in 2025, when a US Army unit deployed in South Korea withdrew from an exercise after multiple troops contracted malaria.
According to Dunbar, malaria is largely preventable, but commanders need timely information on local disease threats to reduce unnecessary exposure risks.
“The threat to combat power from malaria will only increase within a large-scale combat operations environment, as soldiers in austere living conditions would be exposed at a higher rate,” he stressed.
Behind the Innovation Challenge
The Pacific Victors Innovation Challenge is designed to help promising concepts and technical proposals gain institutional support, with the goal of transitioning them into operational-ready capabilities.
Other entries included a low-cost fixed-wing aerial intelligence platform built around homegrown drone technology, which placed second.
A South Korean team that finished third proposed an alternative to the Multiple Integrated Laser Engagement System used in army training, introducing a hardware-software platform known as VIPER.
“As the Eighth Army continues to operate in one of the most dynamic and demanding environments in the world, events like the Pacific Victors Innovation Challenge ensure the force remains agile, forward-thinking, and ready for whatever challenges lie ahead,” the US Army stated.
