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February 6, 2026Epilepsy & Behavior1 citationsOpen Access

Identification of cognitive phenotypes in temporal lobe epilepsy and genetic generalized epilepsy using robotic assessment

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TATheodore S. AliyianisSFSpencer FinnKGKarla Batista García-Ramó

Key Points

  • The research aims to classify cognitive dysfunction in different types of epilepsy using robotic assessment methods.
  • Utilized robotic assessment for cognitive evaluation.
  • Employed clustering methods to analyze cognitive dysfunction patterns.
  • Compared identified clusters with existing research findings.
  • Clusters demonstrated similar cognitive patterns to previous studies.
  • Robotic assessment effectively distinguished between cognitive phenotypes in epilepsy.

Abstract

Robotic assessment can be used with clustering methods to classify cognitive dysfunction in epilepsy. These clusters show similar patterns to previous research, which suggests that robotic assessment can distinguish the cognitive phenotypes of PWE.

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Cite This Study

Aliyianis et al. (2026) studied this question.

synapsesocial.com/papers/698584f98f7c464f230083bbhttps://doi.org/10.1016/j.yebeh.2025.110875
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