Clinical AI research
Decision-support research at the intersection of oral medicine, imaging, and geometric AI — built with academic partners, designed for the clinic, not the lab.
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The story
onemosquito.ai is the umbrella for thirty years of research — begun, and still carried on, in Vienna, with the smallest of means and one conviction: scale is not a precondition for impact.
It started in the early 1990s with Interventional Video Tomography — teaching a camera to see the patient in three dimensions, so the surgeon could navigate what the eye could not. The idea has never changed, only its lever: from image-guided surgery to the Virtual Patient, and now to AIDOC, where artificial intelligence learns to read the oral cavity the way a surgeon does.
Big institutions move slowly. A small research group moves like a mosquito — light, precise, impossible to ignore. Evolution works the same way: its decisive turns are never announced, only recognized in retrospect — a small mutation in an overlooked lineage that, generations later, turns out to have changed everything. Every project under this umbrella follows that logic: find the one point where a small, exact intervention changes the whole system, and place the bite there. Recognition can come later.
The coral dot in our mark is not decoration. It is the point of contact — where thirty years of surgical experience touch the world through artificial intelligence.