AI Article Synopsis

  • - Neonatal jaundice occurs in newborns due to high bilirubin levels and is usually detected within the first three days of life; detection systems aim to capture and analyze images for accurate judgment.
  • - A significant issue for these systems is the white balance problem, which leads to color shifts in images caused by varying lighting conditions, affecting the accuracy of jaundice assessment.
  • - The study introduces a new white balance method that uses a dynamic threshold to iteratively select suitable features based on different color temperatures, showing improved performance over traditional image adjustment techniques.

Article Abstract

Neonatal jaundice is caused by high levels of bilirubin in the body, which most commonly appears within three days of birth among newborns. Neonatal jaundice detection systems can take pictures in different places and upload them to the system for judgment. However, the white balance problem of the images is often encountered in these detection systems. The color shift images induced by different light haloes will result in the system causing errors in judging the images. The true color of images is very important information when the detection system judges the jaundice value. At present, most systems adopt specific assumption methods and rely on color charts to adjust images. In this study, we propose a novel white balance method with dynamic threshold to screen appropriate feature factors at different color temperatures iteratively and make the adjustment results of different images close to the same. The experimental results indicate that the proposed method achieves superior results in comparison with several traditional approaches.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8394022PMC
http://dx.doi.org/10.3390/healthcare9081052DOI Listing

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