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 type | Interventional |
|---|---|
| Ages | 18 Years to 55 Years |
| Sex | All |
| Enrollment | 40 (estimated) |
| Sponsor | Columbia University Academic / other |
| Locations | 1 site (New York, New York) |
| Status | Recruiting |
| Started | July 23, 2024 |
| Main results expected | December 1, 2026 |
| Study ends | December 1, 2026 |
| Registry record updated | January 28, 2026 |
| Trial ID | NCT06551090 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
- Principal investigator: Brett E Youngerman, MD — Columbia University
- Study coordinator: Brett E Youngerman, MD
- Email: bey2103@cumc.columbia.edu
- Phone: 516-946-2145
Similar studies
Other studies for the same condition or treatment. Recruiting studies are listed first.
-
How controlled sounds and sensory stimulation affect the brain in an acoustic chamber
This project will test how controlled sensory stimulation, such as music, changes brain activity and behavior in adults with epilepsy and in healthy volunteers.
-
Single-session intervention to change ambiguity aversion
This trial tests whether one brief intervention can change how adults with intolerance of uncertainty and anxiety make ambiguous decisions and how their brains respond.
-
Evaluating the effects of medical cannabis on pain, sleep, anxiety, depression, and epilepsy
This study is testing how well medical cannabis helps people with pain, sleep issues, anxiety, depression, and epilepsy feel better over time.
-
RAP-219 long-acting injectable safety and PK study in healthy adults
This early study tests RAP-219-LAI in healthy adults to see how it behaves in the body and whether it is safe and tolerable.
-
Why People with Epilepsy Get More Infections
This study tests whether anti-seizure medicines affect immune function and infection risk in people with epilepsy.
-
Long-Term Epilepsy Outcomes in Children After Perinatal Stroke
This study looks at how epilepsy progresses in kids who had a stroke before 28 days old to see how their seizures and syndromes evolve over time.
How to take part
- Review the eligibility criteria above with your treating physician.
- Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
- Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.