Mental State Monitoring Tools in Healthy and Epilepsy Patients
Novel Multimodal Neural, Physiological, and Behavioral Sensing and Machine Learning for Mental States
Recruiting
N/AInterventional Study
No ConditionStudy Mental State in Healthy Populations and Drug-resistant Epilepsy Patients With Existing iEEG
No Placebo Group
Every participant receives an active treatment — no one gets a placebo.
Healthy Volunteers Welcome
You do not need to have the condition being studied to take part.
Ready to participate?
Review the details below, then apply to join this clinical trial.
At a Glance
Age
18 and older
Sex
Any
Study type
Interventional
Purpose
Basic Science
Participants needed
90 (estimated)
Sponsor
University of Southern California · Other
Who this trial is looking for
This trial is looking for healthy adults and patients with drug-resistant epilepsy to help develop new tools for monitoring mental states. Participants will use innovative sensors and software that analyze brain and body signals during social interactions.
Are You a Good Fit for This Trial?
You may be able to join if
I am over 18 years old
I can give informed consent
I have drug-resistant epilepsy and already have iEEG electrodes implanted
Summarized in plain language from this trial's official eligibility criteria.
The full criteria are further down this page — only the research team can
confirm whether you qualify.
Think this trial could be right for you?
Answer three quick questions written from this study's own rules to see if you may qualify. No account needed to find out.
In this program, the investigators will develop novel multimodal neural-behavioral-physiological monitoring tools (software and hardware), and machine learning models for mental states within social processes and beyond. The tools consist of a multimodal skin-like wearable sensor for physiological and biochemical sensing; a conversational virtual human platform to evoke naturalistic social process…
In this program, the investigators will develop novel multimodal neural-behavioral-physiological monitoring tools (software and hardware), and machine learning models for mental states within social processes and beyond. The tools consist of a multimodal skin-like wearable sensor for physiological and biochemical sensing; a conversational virtual human platform to evoke naturalistic social processes; audiovisual affect recognition software; synchronization tools; and machine learning methods to model the multimodal data. The investigators will demonstrate the tools in healthy subjects without neural recordings and in patients with drug-resistant epilepsy who already have intracranial EEG (iEEG) electrodes implanted based on clinical criteria for standard monitoring to localize seizures, which is unrelated to our study.
Trial Locations
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Eligibility Criteria
For the healthy population, all subjects over the age of 18 who are able and willing to give informed consent will be eligible.
For the epilepsy population, inclusion criteria are:
* Patients who suffer from drug-resistant epilepsy and already have intracranial EEG (iEEG) electrodes implanted base…
For the healthy population, all subjects over the age of 18 who are able and willing to give informed consent will be eligible.
For the epilepsy population, inclusion criteria are:
* Patients who suffer from drug-resistant epilepsy and already have intracranial EEG (iEEG) electrodes implanted based on clinical criteria for their standard seizure localization (unrelated to our study) will be eligible. Most patients are healthy adults outside of their epilepsy.
* Subjects \>= 18 are only included in this study.
* All patients with the above conditions and with already-implanted electrodes who are willing to participate and able to cooperate and follow research instructions will be recruited.
Contacts
No contact information available.
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