UW School of Medicine and Public Health
Madison, Wisconsin, 53792, United States
Location status: Recruiting
NCT Number: NCT07523191
This study aims to validate a novel real-time algorithm (Presence-IP1.0) designed to detect consciousness from TMS-evoked EEG responses using a reduced electrode montage. Thirty healthy adult participants will undergo TMS-EEG recordings during wakefulness and sleep. The algorithm's ability to differentiate conscious from unconscious states will be evaluated against behavioral and physiological state classification. The goal is to determine whether Presence-IP1.0 achieves clinically useful accuracy for detecting consciousness using a portable, reduced-channel system.
Interested in participating?
Request Info18 year–85 year
All sexes
Interventional
Not applicable
Madison, Wisconsin, 53792, United States
Location status: Recruiting
Healthy volunteers accepted: Yes
Only the study team can determine whether someone qualifies for participation.
Inclusion criteria
Exclusion criteria
Structural MRI is used to help determine coil placement, before TMS-EEG visit.
Other names: Transcranial magnetic stimulation (TMS), electroencephalography (EEG)
novel algorithm
Time frame: data collected during experimental sessions (2 visits, up to 8 hours each)
Area under the receiver operating characteristic curve (AUC) for discriminating conscious versus unconscious states using Presence-IP1.0
Time frame: data collected during experimental sessions (2 visits, up to 8 hours each)
Sensitivity will refer to TP/(TP+FN)
Where TP is Presence-IP1.0 correctly diagnosing consciousness and FN is Presence-IP1.0 falsely diagnosing unconsciousness.
Time frame: data collected during experimental sessions (2 visits, up to 8 hours each)
Specificity is TN/(TN+FP)
Where TN is Presence-IP1.0 correctly diagnosing unconsciousness and FP is Presence-IP1.0 falsely diagnosing consciousness.
Time frame: data collected during experimental sessions (2 visits, up to 8 hours each)
To assess the signal quality of reduced EEG montage, the signal-to-noise ratio will be reported.
Time frame: data collected during experimental sessions (2 visits, up to 8 hours each)
To assess the signal quality of reduced EEG montage, the stability of TMS-evoked responses will be reported. This refers to the reproducibility of the TMS response components across the first vs the second half of stimulation runs.
Time frame: data collected during experimental sessions (2 visits, up to 8 hours each)
Comparison of average performance of PresenceIP1.0 on the lower-density EEG dataset acquired to this study compared to a reference, previously acquired high-density EEG dataset.
Contact information is provided by the study sponsor or research team.
Melanie Boly, MD, PhD
CONTACT
Urszula Gorska, PhD
CONTACT
University of Wisconsin, Madison
Other
Prospective Validation of a Reduced-Montage TMS-EEG Complexity Algorithm (Presence-IP1.0) to Differentiate Conscious and Unconscious States Across Wakefulness and Sleep
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View the official ClinicalTrials.gov record (opens in a new tab)This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.
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