From Basic Sciences and Engineering to Epileptology: A Translational Approach.

Collaborative efforts between basic scientists, engineers, and clinicians are enabling translational epileptology. In this paper, we summarize recent advances presented at the International Conference for Technology and Analysis of Seizures (ICTALS 2022): 1) novel developments of structural magnetic resonance imaging; 2) latest electroencephalography signal processing applications; 3) big data for the development of clinical tools; 4) the emerging field of hyperdimensional computing; 5) the new generation of AI-enabled neuroprostheses; and 6) the use of collaborative platforms to facilitate epilepsy research translation. We highlight the promise of artificial intelligence reported in recent investigations and the need for multicenter data sharing initiatives.