Clinical trials and long-term follow-up studies (LTFUs) hinge on a whirlwind of data collection, where the volume and quality of patient data form the cornerstone of success. Erratic and patchy data can throw a monkey wrench into evaluating the potency and safety of cutting-edge drugs and devices. Such snags can drag approvals through the mud…