Back to Search
Start Over
Smartphone colorimetry using ambient subtraction
- Source :
- UbiComp/ISWC Adjunct
- Publication Year :
- 2019
- Publisher :
- ACM, 2019.
-
Abstract
- A smartphone app to screen for neonatal jaundice has a large potential impact in reducing neonatal death and disability. Our app, neoSCB, uses a colour measurement of the sclera to make a screening decision. Although there are numerous benefits of a smartphone-based approach, smartphone colour measurement that is accurate and repeatable is a challenge. Using data from a clinical setting in Ghana, we compare sclera colour measurement using an ambient subtraction method to sclera colour measurement using a standard colour card method, and find they are comparable provided the subtracted signal-to-noise ratio (SSNR) is sufficient. Calculating a screening decision metric via the colour card method gave 100% sensitivity and 69% specificity (n=87), while applying the ambient subtraction method gave 100% sensitivity and 78% specificity (SSNR>3.5; n=50).
- Subjects :
- Potential impact
genetic structures
Subtraction method
Computer science
business.industry
010401 analytical chemistry
Subtraction
020207 software engineering
02 engineering and technology
01 natural sciences
0104 chemical sciences
Sclera
medicine.anatomical_structure
Smartphone app
0202 electrical engineering, electronic engineering, information engineering
medicine
Computer vision
Metric (unit)
Artificial intelligence
Neonatal death
Colorimetry
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers
- Accession number :
- edsair.doi...........98d28350728b70c65eb3be59767750db
- Full Text :
- https://doi.org/10.1145/3341162.3343805