AI-Native Scoping Reviews & Evidence Mapping

Laser epilation is no longer just a cosmetic hair-removal procedure — this evidence map shows how it extends into pilonidal disease prevention, reconstructive surgery, trichiasis care, inflammatory follicular disorders, and phototype-adapted clinical practice. Built from **83 references and 113 original studies**, the full map helps readers see where laser hair removal is effective, where durability remains uncertain, and where safety risks such as ocular injury, burns, paradoxical hypertrichosis, pigmentary effects, and topical-anesthetic toxicity require protocol-driven care.

Air pollution is not just background exposure — this evidence map shows how PM2.5 and traffic-related pollution repeatedly align with CIMT progression, coronary calcium, plaque phenotype, cardiovascular events, and mechanistic vascular injury. Built from 96 references and 186 original studies, the full map gives a practical view of which vascular endpoints are most consistently affected, which populations appear vulnerable, and where prevention or exposure-reduction research should move next.

AI medical device safety is no longer just about model accuracy — this evidence map shows why real risk emerges across the full lifecycle: retraining, workflow integration, postmarket surveillance, cybersecurity, and human oversight. Built from 146 references and 151 original studies, the full map gives a practical view of where AI medical devices are already improving safety, where reporting and regulation still fail, and which safeguards matter before deployment.