A Device to Detect Hyperbilirubin through Non-Invasive Technique

Deepthi, A. Renu; Singh, C. B.; Jeeva, J. B.

doi:10.1109/i-pact44901.2019.8960054

Cited by 4 publications

(2 citation statements)

References 9 publications

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“…It plays a vital role during the phase of phototherapy. A. Renu Deepthi et al [47] found the detection of the bilirubin system. It emits blue light from an LED onto the infant's skin.…”

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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--- 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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“…It plays a vital role during the phase of phototherapy. A. Renu Deepthi et al [47] found the detection of the bilirubin system. It emits blue light from an LED onto the infant's skin.…”

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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“…Many factors influence the occurrence of hyperbilirubin in newborns, especially premature babies, including hemolysis such as blood incompatibility (Rh, ABO, G-6-PD deficiency), impaired uptake and hepatic conjugation due to liver immaturity, lack of substrates for conjugation (changing) bilirubin and Inadequate intake of breast milk due to reflex suction and swallowing as well as inadequate absorption. Hyperbilirubin can also be affected by excretion due to obstruction in the liver and also deficiency of albumin causing more free indirect bilirubin in the blood that is easily attached to the brain (kernicterus occurs) kernicterus is very easy to occur in babies who experience organ immaturity, asphyxia / hypoxia, premature (Deepthi, Singh, & Jeeva, 2019).…”

Section: Introductionmentioning

confidence: 99%

Relationship of Nutritional Intake of Breast Milk and Hyperbilirubin in Prematures

Wardani¹,

Sari²,

Arismawati³

2021

IJNMS

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ABSTRACT Almost all premature babies have hyperbilirubin due to immature body organs and liver function. Breast milk nutrition, which is often found, especially colostrum, can stimulate the baby's bowel movements to help the excretion process through the feces so that it will clear meconium faster, this will help remove bilirubin in the baby's body. The aim of this study was to analyze the relationship between breastfeeding nutrition and the incidence of hyperbilirubin in premature babies in the NICU room of the Wahidin Soedirohusada Regional Hospital, Mojokerto. This type of research is analytic with cross sectional approach. The population of all preterm infants treated in the NICU room of the Wahidin Soedirohusada Mojokerto Regional Hospital was 24 respondents with a total sample of 20 respondents with consecutive sampling. This research was started on March 10 - April 9 2019. Data collection was done by observing drinking intake and observing laboratory results, with 2 independent and dependent variables. Data analysis by editing, coding, scoring, tabulating, chi square test. Furthermore, statistically tested using the chi square test using the SPSS windows program with a significance limit (ά = 0.05) H1 is accepted and H0 is rejected if ρ <0.05. Based on the results of the research, some respondents, namely 11 respondents (55.0%) experienced good breastfeeding nutrition and there were no hyperbilirubin 12 respondents (60%) of 20 respondents who had good breastfeeding nutrition and did not occur hyperbilirubin as many as 10 respondents (50%) with chi square test, the value of ρ is 0.008, where ρ = 0.008 <0.05, then H1 is accepted. There is a relationship between breastfeeding nutrition and the incidence of hyperbilirubin in premature babies in the NICU room of the Wahidin Soedirohusada Regional Umun Hospital, Mojokerto. The results of the study are expected for the hospital to increase education about the benefits of breastfeeding to prevent hyperbilirubin and to hold a breastfeeding corner.

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Non-invasive and non-contact automatic jaundice detection of infants based on random forest

Khanam,

Al-Naji,

Perera

et al. 2023

Computer Methods in Biomechanics and Biomedical Engineering: Im

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A Device to Detect Hyperbilirubin through Non-Invasive Technique

Cited by 4 publications

References 9 publications

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

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

Relationship of Nutritional Intake of Breast Milk and Hyperbilirubin in Prematures

Non-invasive and non-contact automatic jaundice detection of infants based on random forest

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