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April 8, 2026Geriatrics and gerontology international/Geriatrics & gerontology international

Comment on “Eye‐Tracking‐Based Cognitive Assessment Predicts the Risk of Memory Decline: A Community‐Based Cohort Study”

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Authors

SMSangameshwar ManikyaVVVarshini VadhithalaRKRajnish Kumar

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Overview

Comment evaluates eye-tracking cognitive assessment predicting memory decline in a community cohort, implying need for further validation.

Key Points

  • This comment assesses the efficacy and interpretability of eye-tracking cognitive assessments in predicting memory decline.
  • Review of eye-tracking cognitive assessment findings
  • Analysis of statistical robustness using receiver operating characteristic (ROC) analysis
  • Discussion on the reliance on a single cognitive outcome measure (RBMT)
  • Evaluation of implementation factors for population-level screening
  • ETCA shows moderate discrimination (AUC=0.709), necessitating further calibration analysis.
  • Relying on one cognitive outcome may limit predictive performance.
  • Recommendations for integrating neuroimaging or biomarkers to enhance contextualization of eye-tracking metrics.

Cite This Study

Manikya et al. (2026) studied this question.

synapsesocial.com/papers/69d5f13674eaea4b11a7ac64https://doi.org/10.1111/ggi.70469
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