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February 22, 2026IEEE Transactions on Biomedical Engineering0 citations

Decoder Design for Concurrent Estimation of Arousal and Performance from One Continuous and Two Binary Observations

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SKSaman KhazaeiJGJingyang GongRFRose T. Faghih

Key Points

  • The aim is to develop a decoder that simultaneously estimates arousal and performance levels.
  • Designed a decoder for continuous and binary data input.
  • Analyzed data to evaluate the accuracy of arousal and performance estimation.
  • Implemented personalized intervention strategies based on estimates.
  • Achieved effective concurrent estimation of arousal and performance.
  • Showed enhancements in personalized interventions based on estimation accuracy.

Abstract

This research advances the safe personalized intervention design.

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Cite This Study

Khazaei et al. (2026) studied this question.

synapsesocial.com/papers/699a9cc6482488d673cd290bhttps://doi.org/10.1109/tbme.2026.3666460
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