Wearable sensors could predict your anxiety and memory lapses
NCT ID NCT06551090
First seen Jun 26, 2026 · Last updated Jun 27, 2026 · Updated 1 time
Summary
This study is developing a platform called CAMERA that uses wristband sensors and smartphone data to predict anxiety and memory states in people with epilepsy. Researchers will monitor 40 patients in the hospital to see how brain, body, and behavior signals relate. The goal is to create a tool that can forecast these states in real time.
What this could mean
Our plain-language read of the trial. This is informational only, not medical advice or a prediction.
- Active substance
- CAMERA platform (wristband sensors and smartphone app)
- What this could lead to
- If successful, this could lead to a tool that predicts anxiety and memory issues in real time, helping people manage these conditions better.
- What could go wrong
- This is an early-stage development study with only 40 participants. The predictions may not be accurate enough for real-world use, and results may not apply to everyone.
This is an AI summary of the original study and may miss details. Read our disclaimer.
Study facts
What this study's own registry entry says, in plain language.
- Phase
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Not a phased trial
Phase numbers describe drug development. The registry uses this when they do not apply, as it does for trials of devices, procedures or behaviour changes, and for observational studies.
- Participants
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About 40 people
The number the study aims to enrol. It can still change while the study runs.
- Started
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Jul 2024
- Expected to finish
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Dec 2026
An estimate. End dates often move.
- Lead sponsor
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Other sponsor
The registry's catch-all category, for sponsors it does not file as a company, a government agency, or a research network.
Who can take part
This study's own entry requirements. Only the study team can say for certain whether you qualify.
- Ages
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18 to 55 years
- Sex
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Anyone
- Healthy volunteers
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Not accepted
This study is not open to healthy volunteers. The entry requirements below say who it is open to.
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Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.
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
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Conditions
The condition(s) this trial relates to.
As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
How to take part
Only the study team decides who joins. These are the ways to reach them.
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The places running it
1 site. The list below names each one and where it is.
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The official record
ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.
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A doctor treating you
A doctor who knows your case can contact a study site on your behalf, and can tell you whether this study is worth pursuing at all.
Contacts and locations
Locations
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Columbia University Irving Medical Center
RECRUITINGNew York, New York, 10032, United States
More trials for these conditions
Other studies related to the condition(s) this trial covers.
- Can lavender and lullabies help kids with epilepsy sleep better?
- Reading the Brain's signals to predict who benefits from deep brain stimulation
- Can a Comfort-Focused education program improve life with epilepsy?
- Can video games calm anxious teens?
- Can video games rewire young brains after injury?
- Can a group program teach teens to cope before therapy starts?