====== Academic Mirage ====== An academic mirage refers to a scientific concept, technique, or innovation that: Appears promising or revolutionary in theory or in early-stage publications, but lacks real-world applicability, robust validation, or clinical relevance. 🔍 Characteristics: Overhyped potential in abstracts, reviews, or conference talks. Based on preliminary data or technical feasibility, not patient outcomes. Promoted through citation padding, buzzwords, and self-referential literature. Frequently seen in fields like imaging, AI, or molecular diagnostics. Rarely adopted in clinical practice due to cost, complexity, or lack of utility.