Clinical trial Recruiting at 1 site Interventional Ages 18 to 55

Predicting anxiety and memory using brain and body signals

Official title: Developing the Context-Aware Multimodal Ecological Research and Assessment (CAMERA) Platform for Continuous Measurement and Prediction of Anxiety and Memory State

Run by Columbia University · NCT06551090 · Data updated 2026-11-12

This study is testing a new system that uses different signals from the brain and body to see if it can better predict anxiety and memory issues in people with Temporal Lobe Epilepsy while they are in the hospital.

Quick facts

Study typeInterventional
Ages18 Years to 55 Years
SexAll
Enrollment40 (estimated)
SponsorColumbia University
Academic / other
Locations1 site (New York, New York)
StatusRecruiting
StartedJuly 23, 2024
Main results expectedDecember 1, 2026
Study endsDecember 1, 2026
Registry record updatedJanuary 28, 2026
Trial IDNCT06551090 on ClinicalTrials.gov

Is this trial a fit for you?

Likely a good fit

Ideal candidates for this study are patients with known or suspected Temporal Lobe Epilepsy who are proficient in English or Spanish.

Probably not a fit

Patients with current anxiety disorders, major depressive disorder, or bipolar disorder may not benefit from this study.

A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.

What this trial studies

This study aims to develop the CAMERA platform, which utilizes multimodal sensor data to predict anxiety and memory states in patients with Temporal Lobe Epilepsy undergoing inpatient monitoring. By recording neural, physiological, behavioral, and environmental signals, CAMERA seeks to provide a continuous and high-resolution assessment of anxiety and cognitive performance. The platform incorporates context-aware assessments that adapt based on the patient's physiology and behavior, enhancing the accuracy of predictions. This innovative approach addresses the limitations of current behavioral measurement methods, allowing for a more comprehensive understanding of the relationships between brain activity, anxiety, and memory.

Why it matters

Potential benefit: If successful, this study could lead to improved methods for predicting and managing anxiety and cognitive performance in patients with epilepsy.

How similar studies have gone: While the approach is innovative, similar studies have shown promise in using multimodal data for behavioral predictions, indicating potential for success.

Who can join: the full rules

Show full inclusion / exclusion criteria
Inclusion Criteria:

* Patients must have known or suspected Temporal Lobe Epilepsy.
* Native or proficient in speaking English or Spanish.
* Stereoelectroencephalography (sEEG) cases: The implant plan must include hippocampal head, body, and tail electrodes either unilaterally or bilaterally.
* 7th grade reading level (minimum level considered literate for adults)

Exclusion Criteria:

* Hearing impaired (i.e., not corrected with a hearing aid)
* Unable to read the newspaper at arm's length with corrective lenses.
* Objective intellectual impairment (estimated IQ \< 70)
* Any history of Electroconvulsive Therapy or psychosis (except postictal psychosis for patients)
* Psychotic disorder (lifetime)
* Current Anxiety disorder, Major Depressive Disorder, or Bipolar Disorder
* Neurodegenerative diseases, presence of widespread brain lesions, language problems (other than naming difficulty)
* Medical conditions that could potentially affect cognitive performance (e.g., human immunodeficiency virus (HIV) infection, cancer with metastatic potential).
* Acute renal failure or end-stage renal disease

Where it's running

  • Columbia University Irving Medical Center
    New York, New York, United States
    Recruiting

Study contacts

Similar studies

Other studies for the same condition or treatment. Recruiting studies are listed first.

How to take part

  1. Review the eligibility criteria above with your treating physician.
  2. Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
  3. Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.
Last reviewed 2026-11-14 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.