===== Technologically Decorative ===== **Technologically decorative** refers to a research approach or publication that uses **advanced tools or technologies** (e.g., machine learning, tractography, high-resolution imaging) primarily for **aesthetic, superficial, or rhetorical appeal**, rather than for **substantive scientific contribution**. ==== Characteristics ==== * Integration of **complex technology** without: * Clear rationale * Demonstrable improvement in outcomes * Rigorous validation * Often found in studies that **showcase novelty** over applicability. * May include **overly sophisticated visualizations** that do not enhance understanding. ==== Implications ==== * Gives the **illusion of innovation** while offering little scientific progress. * Can mislead readers, reviewers, or clinicians into overvaluing the study. * Often masks weak methodology or insufficient data with technical flair.