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.

• 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.

• 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.