Telemetry System for Early Detection of Hyperbilirubinemia in Neonates

Uma, K.; Revathi, J.; Anitha, J.

doi:10.1016/b978-0-12-816948-3.00006-4

Cited by 3 publications

(3 citation statements)

References 16 publications

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“…The image was captured using a smartphone without a flash. Uma et al [6] use a color calibration card. It consists of eight distinct colors.…”

Section: Skin Detectionmentioning

confidence: 99%

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Detection and Classification of Neonatal Jaundice Using Color Card Techniques – A Study

2022

Int. J. Onl. Eng.

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--- In a newborn baby, the particular complication is jaundice. Jaundice is due to many reasons. An increase in the bilirubin level denotes the presence of jaundice. Neonatal hyperbilirubinemia is most common in the first postnatal week. Early prediction and classification of jaundice are essential to reduce the mortality rate. Diagnosis of the disease using computer vision techniques helps to achieve accuracy in prediction and classification. Here I studied and extracted the information from medical data mining and achieved the goal. It involves examining, analyzing, extracting, selecting, and classifying the features. Finally, it provides treatment suggestions It enables the physician to perform early prediction and provide appropriate jaundice treatment. Computer vision and machine learning techniques make the process easy and simple. The optimized method of classification increases accuracy.

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“…The image was captured using a smartphone without a flash. Uma et al [6] use a color calibration card. It consists of eight distinct colors.…”

Section: Skin Detectionmentioning

confidence: 99%

“…It is non-invasive with less computation time. K. Uma et al [6] implemented homomorphic filtering to detect bilirubin levels. This method elaborates on the captured image.…”

Section: Estimation Of Bilirubin Levelmentioning

confidence: 99%

Detection and Classification of Neonatal Jaundice Using Color Card Techniques – A Study

2022

Int. J. Onl. Eng.

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“…The burdens of this technique are that it retains different colours like carotenoids at 454 nm. Henceforth, two to multi weeks of infants[13][14][15].…”

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confidence: 99%

Development of Jaundice Detection Approaches in Neonates

Bhagat¹,

M²,

Singh³

et al. 2020

JUSST

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Jaundice is one of the most common diseases that have a significant impact in the first few days of newborn life. Detection and regular monitoring of bilirubin, which is responsible for Jaundice, is an essential phase during the hyperbilirubinemia. In the literature, various clinical assessment methods of Jaundice are available. It motivates us to present a review of these clinical assessment methods in practice, along with their advantages and limitations. In this paper, we have discussed three widely used methods, such as visual assessment, total serum bilirubin and transcutaneous bilirubinometer. From the comparative analysis of these methods, it is concluded that the visual assessment is very subjective in nature, whereas, the total serum bilirubin method is still a gold standard method. The detailed analysis of the methods depicts that the correlation between this two total serum bilirubin and transcutaneous bilirubinometer has enormous potential for improvement resulting in the enhancement in precision and accuracy of bilirubin measurement.

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