Smartphone app to non-invasively detect anaemia
Scientists have developed a smartphone app that can detect anemia accurately and non-invasively.
Instead of a blood test, the app developed by researchers uses photos of a person’s fingernails taken on a smartphone to accurately measure how much hemoglobin is in their blood.
“All other ‘point-of-care’ anaemia detection tools require external equipment, and represent trade-offs between invasiveness, cost, and accuracy,” said the principal investigator of the study.
“This is a stand-alone app whose accuracy is on par with currently available point-of-care tests without the need to draw blood,” he said.
The
app could facilitate self-management by patients with chronic anaemia,
allowing them to monitor their disease and to identify the times when
they need to adjust their therapies or receive transfusions.
This could possibly reduce the side effects or complications of having transfusions too early or too late, said a researcher.
The researchers said that the app should be used for screening, not clinical diagnosis.
The technology could be used by anyone at any time, and could be especially appropriate for pregnant women, women with abnormal menstrual bleeding, or runners/athletes.
Its simplicity means it could be useful in developing countries.
Clinical diagnostic tools have strict accuracy requirements, but researchers think that with additional research, they can eventually achieve the accuracy needed to replace blood-based anaemia testing for clinical diagnosis.
Anaemia is a blood condition that affects two billion people worldwide and can lead to fatigue, paleness and cardiac distress if left untreated.
The current gold standard for anaemia diagnosis is known as a complete blood count (CBC).
The researchers studied fingernail photos and correlated the colour of the fingernail beds with hemoglobin levels measured by CBC in 337 people: some healthy, and others with a variety of anaemia diagnoses.
The algorithm for converting fingernail colour to blood hemoglobin level was developed with 237 of these subjects and then tested on 100.
A single smartphone image can measure hemoglobin level with an accuracy of 2.4 grammes/decilitre with a sensitivity of up to 97 per cent, researchers said.
In the app, the use of fingernail beds, which do not contain melanin, means the test can be valid for people with a variety of skin tones, they said.
The app uses image metadata to correct for background brightness, and can be adapted to phones from multiple manufacturers.
Instead of a blood test, the app developed by researchers uses photos of a person’s fingernails taken on a smartphone to accurately measure how much hemoglobin is in their blood.
“All other ‘point-of-care’ anaemia detection tools require external equipment, and represent trade-offs between invasiveness, cost, and accuracy,” said the principal investigator of the study.
“This is a stand-alone app whose accuracy is on par with currently available point-of-care tests without the need to draw blood,” he said.
This could possibly reduce the side effects or complications of having transfusions too early or too late, said a researcher.
The researchers said that the app should be used for screening, not clinical diagnosis.
The technology could be used by anyone at any time, and could be especially appropriate for pregnant women, women with abnormal menstrual bleeding, or runners/athletes.
Its simplicity means it could be useful in developing countries.
Clinical diagnostic tools have strict accuracy requirements, but researchers think that with additional research, they can eventually achieve the accuracy needed to replace blood-based anaemia testing for clinical diagnosis.
Anaemia is a blood condition that affects two billion people worldwide and can lead to fatigue, paleness and cardiac distress if left untreated.
The current gold standard for anaemia diagnosis is known as a complete blood count (CBC).
The researchers studied fingernail photos and correlated the colour of the fingernail beds with hemoglobin levels measured by CBC in 337 people: some healthy, and others with a variety of anaemia diagnoses.
The algorithm for converting fingernail colour to blood hemoglobin level was developed with 237 of these subjects and then tested on 100.
A single smartphone image can measure hemoglobin level with an accuracy of 2.4 grammes/decilitre with a sensitivity of up to 97 per cent, researchers said.
In the app, the use of fingernail beds, which do not contain melanin, means the test can be valid for people with a variety of skin tones, they said.
The app uses image metadata to correct for background brightness, and can be adapted to phones from multiple manufacturers.
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Labels: anemia, blood transfusion, cardiac distress, complete blood count (CBC), detects, Fatigue, non-invasive, not diagnosis, paleness, screening, smartphone app
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