Positron emission tomography, the scanning technique that lets physicians watch metabolic activity unfold inside the body, has always faced an uncomfortable bargain. To keep radiation doses low and scan times short, clinicians collect only a limited number of photon counts, and that scarcity floods the raw data with statistical noise.