Steven L. Meisler

Steven L. Meisler

Neuroinformaticist interested in infancy and cognitive development, jazz vibraphonist, and wanna-be BBQ pitmaster. Previously worked on neuro-structural correlates of reading abilities.

Does data cleaning improve brain state classification?

Published in Journal of Neuroscience Methods, 2019

Recommended citation: Meisler, S. L., Kahana, M. J., & Ezzyat, Y. (2019). "Does data cleaning improve brain state classification?." Journal of neuroscience methods. 328, 108421. http://smeisler.github.io/files/MeislerEtal2019.pdf

This paper investigates whether commonly used methods of preprocessing intracranial EEG data improve brain-state classification outcomes. In short, most methods do not improve classification outcomes, while collecting more data improves outcomes.

Download paper here)

Recommended citation: Meisler, S. L., Kahana, M. J., & Ezzyat, Y. (2019). "Does data cleaning improve brain state classification?." Journal of neuroscience methods. 328, 108421.