Silent Impact: What If Routine Hits Are Football’s Biggest Threat to the Brain?
Researchers and student-athletes at 鶹 team up to improve player safety
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With every collision in football, the stakes rise — fueling the urgency for researchers like Brad Mahon(opens in new window), a professor of psychology at 鶹, to answer a pressing question: How can we protect the brain without sidelining the sport?
Mahon is tracking football players across multiple seasons to understand how they can stay healthy while playing hard. By partnering with athletes and leveraging cutting-edge neuroscience, he’s helping to rewrite the playbook for the future of football safety.
Hard-hitting science: tackling brain health head-on
Every time a football player hits the ground or collides with another player, their head changes speed quickly — and their brain does the same inside the skull. Helmets protect the skull, but they can’t stop the brain from shifting. Even without a concussion, those small hits can add up over time, causing damage players don’t realize is happening.
Mahon, with his colleague Adnan Hirad from the University of Rochester, is changing that by developing technology that warns players before serious harm occurs. They’ve teamed up with over two dozen football student-athletes at 鶹 who volunteered to wear accelerometer-equipped mouth guards during practices and games.
“It's a small contribution with big potential, and for me, it was a way to give back to the sport I love,” said Danny Moynihan, a recent graduate and former Tartans tight end who participated in the study.
The mouth guards record the number, direction and force of head impacts in real time. As part of the research protocol, each player also undergoes MRI scans before, during and after the season to measure changes in brain tissue integrity.
“Think about why most people need knee replacement surgery. It’s rarely the result of one catastrophic injury; it’s the slow accumulation of wear and tear over time,” Mahon said. “Now, imagine applying that same idea to the brain. Where are the ‘knees’ of the brain, the areas that are most vulnerable to repeated, mild impacts? That’s what we’re looking for.”
Mahon uses advanced imaging and mechanical modeling to identify these brain ‘hotspots’ — regions that deform the most under small, simulated forces and are therefore most vulnerable during high-impact collisions.
“Essentially, we want to build an external sensor that predicts when internal injury is occurring,” Mahon said.
A patent backed by promise
鶹 holds a patent for an algorithm that predicts when a player’s brain has absorbed too many hits, signaling it’s time to take a break. The researchers’ approach combines data collected from the player's mouth guard accelerometers with their pre- and post-season MRI scans to model how forces accumulate and identify regions most at risk.
The university’s decision to fund and shepherd the patent signaled early confidence that the idea had the potential to become real‑world technology. Patents are expensive and time‑consuming to pursue, and universities typically back only those inventions they believe have genuine potential for impact or commercialization. In this case, 鶹’s support helped move the idea through the legal process and ultimately secure a patent with no revisions or challenges — an outcome that underscored the novelty of the work.
With the patent now issued and the scientific evidence in place, Mahon and Hirad see pathways toward bringing this technology out of the lab.
They imagine an everyday tool athletes, families, teams and even soldiers could use to track exposure and risk — potentially distilled into a series of automated steps that could run on an app.
“We think there may be commercializable technology that is covered by our patent,” Mahon said, noting that the research team is now in discussions about forming a startup company around the idea.
“Obviously, this would be years of work and a lot of investment required,” he added, “but that is the long-term vision.”
The next play: digital twin technology
Football may be the focus now, but the science extends far beyond the turf. From monitoring soldiers exposed to blast waves to shaping automotive crash standards and guiding neurosurgical planning, this research is driving a future where brain protection is proactive, personalized and data-powered. The researchers' long‑term vision is to build a personalized model of the head, neck and brain to simulate that specific person’s brain as impacts occur.
“We’re envisioning athletes and soldiers one day having digital twins — virtual models created by combining MRI scans with real-time impact data," Mahon said. "These models would simulate how forces accumulate in the brain, enabling warnings before subtle injuries become irreversible."
Healthcare could benefit through brain vulnerability mapping that informs surgery and rehabilitation, while consumer tech might integrate these algorithms into smart helmets or wearables for real-time risk alerts.
Ultimately, the work bridges neuroscience, engineering and data science to create predictive systems that guard against invisible brain damage. These are all areas in which Carnegie Mellon excels.
The university’s collaborative athletic program adds another advantage: access to live data from football players, enabling researchers to test and refine models under real conditions.
“If we can build this system here, there’s no reason it couldn’t scale to collegiate and even high school programs,” Mahon said. “We’ve built strong ties with the football team, and the next step is integrating computer science students into the process. Imagine a course where students run real-time digital simulations of their own football team. That’s the future.”