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A 3-Step Process to Estimate Phenylalanine in Commercial Foods for PKU Management
- Source :
- IEEE Access, Vol 6, Pp 30758-30765 (2018)
- Publication Year :
- 2018
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2018.
-
Abstract
- Phenylalanine (Phe) is a key nutrient in the dietary management of the metabolic disease phenylketonuria (PKU). To give more freedom to PKU patients, we propose a numerical process to estimate the Phe content of a commercial food using the information printed on the label (Nutritional Fact Label and ordered ingredient list). The process is amenable to implementation as a smart phone/Web app and could be integrated into a personalized dietary management software. Our tests show that the results are very accurate (±13 mg per serving) in the vast majority of foods considered. Our approach can be modified to handle any other amino acid for the management of other inborn errors of metabolism. A similar approach can also be used for improving the precision (i.e., increasing the quantization resolution) of the nutrients already listed (e.g., protein).
- Subjects :
- congenital, hereditary, and neonatal diseases and abnormalities
General Computer Science
Computer science
Process (engineering)
Phenylalanine
02 engineering and technology
Machine learning
computer.software_genre
03 medical and health sciences
Ingredient
0302 clinical medicine
Nutrient
0202 electrical engineering, electronic engineering, information engineering
General Materials Science
030212 general & internal medicine
Metabolic disease
mobile health
business.industry
Food analysis
General Engineering
Dietary management
020206 networking & telecommunications
medical diet
PKU
lcsh:Electrical engineering. Electronics. Nuclear engineering
Artificial intelligence
business
lcsh:TK1-9971
computer
Subjects
Details
- ISSN :
- 21693536
- Volume :
- 6
- Database :
- OpenAIRE
- Journal :
- IEEE Access
- Accession number :
- edsair.doi.dedup.....e5974a925b91dcca88e97667678ebd85