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AI could diagnose sleep disorders and epilepsy from overnight tests

NCT ID NCT07547501

Diagnosis Sponsor: Assistance Publique - Hôpitaux de Paris Source: ClinicalTrials.gov ↗

What the study statuses mean

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Recruitment status, easiest to join first

Recruiting now
This trial is taking on new participants right now.
Not yet recruiting This study
Registered, but not yet taking participants.
By invitation only
Not open to general applications. Only people the study team invites can take part.
Paused
Paused for now. It may or may not start again.
Ongoing
Running, but no longer taking on new participants.
Completed
The trial has finished. Results may not be published yet.
Stopped early
Stopped early, before it reached the end. That can be for many reasons, including safety.
Cancelled
Cancelled before anyone took part.

Expanded access (not trials)

Expanded access
Not a trial. This treatment can be requested outside a study, case by case, for people who qualify.
Expanded access (paused)
Not a trial. The treatment can normally be requested outside a study, but is unavailable right now.
Expanded access (ended)
Not a trial. The treatment could once be requested outside a study, but no longer can.
Approved
The treatment has been approved, so it is available normally rather than through this programme.

When the status isn't known

Details not published
The full record has not been published yet, so there is little to show here.
Status unknown
This status has not been confirmed recently, so it may be out of date.

First seen Jun 24, 2026 · Last updated Jun 27, 2026 · Updated 1 time

Summary

This study will develop and test artificial intelligence (AI) to automatically classify sleep stages from overnight sleep recordings (polysomnography). The goal is to see if the AI can match or beat expert manual scoring, with the aim of supporting diagnosis of chronic insomnia and epilepsy. Researchers will use data from 1,500 patients aged 18 to 65 who had sleep tests between 2011 and 2024. This is an observational study, meaning no new treatments are being tested.

What this could mean

Our plain-language read of the trial. This is informational only, not medical advice or a prediction.

What this could lead to
If successful, this could lead to faster, more consistent diagnosis of sleep disorders and epilepsy using AI instead of manual scoring.
What could go wrong
This is an early-stage observational study using existing data, so the AI may not perform well enough in real-world settings or on diverse patient groups.

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.

Participants

About 1,500 people

The number the study aims to enrol. It can still change while the study runs.

Expected to start

Jun 2026

An estimate. Start dates often move.

Expected to finish

Mar 2027

An estimate. End dates often move.

Lead sponsor

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.

Who is studied

Patients evaluated for sleep disorders, including treatment-resistant chronic insomnia, sleep-wake rhythm disorders, chronic fatigue, and/or patients with epilepsy presenting with sleep disturbances

Ages

18 to 65 years

Sex

Anyone

Healthy volunteers

Not accepted

This study is not open to healthy volunteers. The entry requirements below say who it is open to.

Show the full entry requirements

Copied word for word from the study's registry entry, so the wording is the study team's rather than ours.

Inclusion Criteria * Patients with chronic insomnia and/or epilepsy who underwent polysomnography in a neurophysiology or neurology setting under the responsibility of Pr Navarro between 01 September 2011 and 31 December 2024. * Age ≥18 and ≤65 years at the time of the polysomnography recording. Exclusion Criteria * Severe psychiatric disorder, including decompensated psychotic disorder, manic episode, or major depressive episode with melancholic features. * Use of continuous positive airway pressure (CPAP) therapy during the night of recording. * Patient refusal or documented opposition to data use.

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Conditions

The condition(s) this trial relates to.

epilepsy insomnia sleep-wake disorder

As listed by the trial registrant

The condition terms exactly as the trial's registrant entered them.

Chronic insomnia Epilepsy Sleep disorders

How to take part

Only the study team decides who joins. These are the ways to reach them.

  1. The official record

    ClinicalTrials.gov lists the study team's own contact details, including names and phone numbers. We don't republish those.

    Open the record ↗

  2. A doctor treating you

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