AI camera could replace needles for anemia screening in kids
NCT ID NCT07186205
First seen Jun 27, 2026 · Last updated Jun 27, 2026
Summary
This completed study tested whether artificial intelligence can estimate iron deficiency and anemia risk in African children without a blood draw. Researchers collected blood samples, images, and videos from 126 children under 6 years old to train AI algorithms. The goal is to develop a non-invasive digital tool that could make screening easier and more accessible in remote areas.
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 a simple, non-invasive way to screen for iron deficiency and anemia in children using photos or videos, reducing the need for blood tests.
- What could go wrong
- This is an early exploratory study with only 126 children, so the AI algorithms may not be accurate enough for real-world use. Results may not apply to all African regions or age 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
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126 people
The number who actually took part.
- Started
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Oct 2025
- Finished
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Jan 2026
- Lead sponsor
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A company
The lead sponsor is a pharmaceutical, biotech, or medical-device company.
Who can take part
This study's own entry requirements. Only the study team can say for certain whether you qualify.
Who is studied
Children between 6 months to years of age
- Ages
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6 months to 6 years
- Sex
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Anyone
- Healthy volunteers
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Accepted
You do not need to have the condition being studied to take part.
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: * Children over 6 months of age and under 6 years of age. * Written consent from the legally acceptable parent(s) or representative(s), who are themselves ≥ 18 years of age, to consent to and comply with the terms and conditions of the study. * The parent(s) must be able to understand the content of the study and complete the study questionnaires. * Parents should be comfortable with their child having blood drawn. * The participant must have a haemoglobin level corresponding to a haemoglobin group with open slots for participation. Exclusion Criteria: * Children with a medical condition that, in the opinion of the investigator, would render them unsuitable for enrolment * Children with nail bed obstructions, nail polish, nail discoloration (e.g., leukonychia, melanonychia, bruising, etc.), or scarring of the lips, or lip pigmentation due to thyroid dysfunction (e.g., Peutz-Jeghers syndrome) * Children who are unable to cooperate with study procedures * Employees and/or children/family members or parents of employees of the Danone Global Research \& Innovation Center or Danone affiliates participating sites * Children whose health condition requires emergency care
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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.
Contacts and locations
Locations
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Hospital Center Régional D'abobo Félix Houphouët Boigny
Abidjan, Côte d’Ivoire
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Hôpital Mère Enfant Bingerville
Bingerville, Côte d’Ivoire
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Institut National de Sante Publique
Abidjan, Côte d’Ivoire
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