AI that reads faces could spot hidden distress in cancer patients
NCT ID NCT07751757
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
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About 1,500 people
The number the study aims to enrol. It can still change while the study runs.
- Started
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Mar 2021
- Expected to finish
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Dec 2028
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.
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
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18 years and older
- 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.
Show the full entry requirements Hide 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.
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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
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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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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Chinese PLA Hospital
Beijing, China
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