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Smartphone based screening for anemia

Development of data set for artificial intelligence models to screen for anemia using smartphones - Nil

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
CTRI
Registry ID
CTRI/2023/07/055313
Enrollment
5000
Registered
2023-07-18
Start date
Unknown
Completion date
Unknown
Last updated
2024-08-19

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

None listed

Interventions

Intervention1: This is not an intervention study or trial. The study is aimed at assessing accuracy of diagnostic tool. Name of the diagnostic tool is smart phone-based assessment for anemia.: Artif

Sponsors

Bill and Melinda Gates Foundation
Lead Sponsor

Eligibility

Inclusion criteria

Inclusion criteria: 1. Age 1-89 years of age who are getting complete blood count as part of routine care as advised by treating physician at SEWA Rural hospital & laboratory 2. Able to speak and read English, Gujarati, and/or Hindi or has a legal guardian who can speak and read English Gujarati, and/or Hindi 3. Willing and able to provide informed consent in English, Gujarati, and/or Hindi or has a legal guardian who can provide informed consent in English, Gujaratis, and/or Hindi 4. Willing to comply with evaluations and protocols

Exclusion criteria

Exclusion criteria: 1. Have any additional condition or situation that the Investigator (PI) or designee determines as inappropriate for participation in this study. 2. Amputation or severe damage to all fingers of hand where data will be collected. 3. Unwilling or unable to remove nail polish/art/coverings or anything else that obscures the nails. 4. Unwilling or unable to provide a blood sample for CBC.

Design outcomes

Primary

MeasureTime frame
The primary endpoint is the mean sample prediction error, which is defined as the average paired difference between the predicted values and the ground truth values of hemoglobin (Hb) for the different severity of anemia.Timepoint: Once at the time of enrollment

Secondary

MeasureTime frame
Mean sample prediction error across gender (male, female), pregnancy trimester, and skin tone across a range of severity of anemiaTimepoint: Once at the time of enrollment

Countries

India

Contacts

Public ContactShrey Desai

SEWA Rural

sdesai1977@yahoo.com09429109050

Outcome results

None listed

Source: CTRI (via WHO ICTRP) · Data processed: Feb 4, 2026