DocumentCode
2082499
Title
Asphyxia screening kit
Author
Zabidi, Azlee ; Khuan, L.Y. ; Mansor, W.
Author_Institution
Fac. of Electr. Eng., Univ. Teknol. Mara, Shah Alam, Malaysia
fYear
2012
fDate
Aug. 28 2012-Sept. 1 2012
Firstpage
1298
Lastpage
1301
Abstract
Infant asphyxia is a condition due to insufficient oxygen intake suffered by newborn babies. A 4 to 9 million occurrences of infant asphyxia are reported each year by WHO. Early diagnosis of asphyxia is important to avoid complications such as damage to the brain, organ and tissue that could lead to fatality. This is possible with the automation of screening of infant asphyxia. Here, a non-invasive Asphyxia Screening Kit is developed. It is a Graphical User Interface that automatically detects asphyxia in infants from early birth to 6 months from their cries and displays the outcome of analysis. It is built with Matlab GUI underlied with signal processing algorithms, capable of achieving a classification accuracy of 96.03%. Successful implementation of ASK will assist to screen infant asphyxia for reference to clinicians for early diagnosis. In addition, ASK also provides an interface to enter patient information and images to be integrated with existing Hospital Information Management System.
Keywords
biomedical equipment; biomedical measurement; diseases; graphical user interfaces; mathematics computing; medical information systems; medical signal processing; paediatrics; patient diagnosis; Hospital Information Management System; Matlab GUI; graphical user interface; infant asphyxia; insufficient oxygen intake; newborn baby; non-invasive asphyxia screening kit; patient diagnosis; patient image; patient information; signal processing algorithm; Amplitude shift keying; Artificial neural networks; Asphyxia; Databases; Hospitals; Layout; Pediatrics; Algorithms; Asphyxia Neonatorum; Crying; Early Diagnosis; Humans; Infant, Newborn; Mass Screening; Neural Networks (Computer); ROC Curve; Signal Processing, Computer-Assisted; User-Computer Interface;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location
San Diego, CA
ISSN
1557-170X
Print_ISBN
978-1-4244-4119-8
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/EMBC.2012.6346175
Filename
6346175
Link To Document