Wavelet transform of single-trial vestibular short-latency evoked potential reveals temporary reduction in signal detectability and temporal precision following noise exposure.
Mamiko NiwaDavid BauerMarie AndersonAriane KanickiRichard A AltschulerCourtney E StewartW Michael KingPublished in: bioRxiv : the preprint server for biology (2024)
Our study presents a new method of VsEP quantification using wavelet transform on a single-trial basis. It also describes a novel approach to determine the stimulus threshold of the VsEP based on signal-detection theory and Rayleigh statistics. The present analysis could also be applied to analysis of auditory brain stem response (ABR). Thus, it has the potential to provide new insights into the physiological properties that underlie peripheral vestibular and auditory dysfunction.
Keyphrases
- hearing loss
- study protocol
- phase iii
- phase ii
- clinical trial
- working memory
- human health
- convolutional neural network
- oxidative stress
- white matter
- randomized controlled trial
- open label
- resting state
- multiple sclerosis
- machine learning
- functional connectivity
- label free
- brain injury
- cerebral ischemia
- quantum dots
- sensitive detection