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.