This article discusses a new research study that has revealed distinct biomarkers in patients with long-COVID, allowing a machine learning algorithm to diagnose it correctly nearly every time. The study was conducted by Mr. Putrino and his team, who analyzed around 270 patients from three locations. The findings show promise for objectively identifying the “constellation of immune cells” diagnostic for long COVID, and offer clinicians guidance for confirming long COVID.