Asphyxia screening kit.
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.
Faculty of Electrical Engineering, University Teknologi Mara, 40450 Shah Alam, Selangor, Malaysia.
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Zabidi
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Khuan
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Mansor
D000465:Algorithms; D001238:Asphyxia Neonatorum / Q000175:diagnosis* / Q000503:physiopathology; D003448:Crying / Q000502:physiology; D042241:Early Diagnosis; D006801:Humans; D007231:Infant, Newborn; D008403:Mass Screening / Q000379:methods; D016571:Neural Networks, Computer; D012372:ROC Curve; D012815:Signal Processing, Computer-Assisted; D014584:User-Computer Interface