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AI that reads faces could spot hidden distress in cancer patients

NCT ID NCT07751757

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
Registered, but not yet taking participants.
By invitation only This study
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 Results may not be published yet.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
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Status unknown
This status has not been confirmed recently, so it may be out of date.

First seen Aug 07, 2026 · Last updated Aug 14, 2026 · Updated 1 time

Summary

This trial tests whether artificial intelligence can detect anxiety and depression in cancer patients by analyzing their facial expressions and subtle skin color changes from video. The AI uses computer vision to estimate heart rate and read emotional cues, aiming to flag patients who might need psychological support. Researchers will enroll 1,500 adults with tumors and measure how accurately the AI identifies those with psychological distress.

What this could mean

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

Active substance
Multimodal artificial intelligence system analyzing facial expressions and skin color from video to assess psychological state
What this could lead to
If successful, this AI could help doctors quickly identify cancer patients at risk of anxiety or depression, enabling earlier support and better quality of life.
What could go wrong
The AI's accuracy is based on early data and may not hold up in a larger, diverse group. It is not a substitute for professional psychological assessment.

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.

Started

Mar 2021

Expected to finish

Dec 2028

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 with cancers such as liver cancer, thyroid cancer and lung cancer et al. The demographic and clinical characteristics of tumor patients were collected and included, including age, gender, educational background, monthly income, marital status, ECOG score, liver function stage, Barcelona stage, recurrence frequency, lesion information, biochemical indicators, etc

Ages

18 years and older

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: * Age ≥18 years old * Patients with tumors diagnosed by magnetic resonance imaging or contrast-enhanced ultrasound * The patient has self-awareness and is able to cooperate with the research * Patients who voluntarily undergo psychological assessment tests Exclusion Criteria: * Age ≤18 years old * Not diagnosed as a tumor patient * Lack of autonomy and inability to conduct cooperative research

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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.

  1. The places running it

    1 site. The list below names each one and where it is.

  2. The official record

    The full official record for this study. This one lists no contact details, but it is the first place any would appear.

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  3. A doctor treating you

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Contacts and locations

Locations

  • Chinese PLA Hospital

    Beijing, China

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