2021
DOI: 10.1002/jbio.202100044
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Pebrine diagnosis using quantitative phase imaging and machine learning

Abstract: Pebrine is the most dreaded infectious disease of the silkworm and has devastated sericulture in Europe during the 18th century. Thereafter, if it is detected, the crop is burned to prevent further dissemination. The conventional microscopic examination of moth's body fluid is erroneous and it exacerbates on Metarhizium anisopliae (MA) contaminated test samples. This is due to the resemblance of pebrine and MA spores in the microscopic examination. Therefore, this study aims to demonstrate an efficient pebrine… Show more

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Cited by 5 publications
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“…By observing the light and dark areas that appear on the screen, the distribution of light-intensity can reflect the imaging information of the object [25]. Polarization imaging technology can detect the polarization information of the object surface, and compared with ordinary optical images, the brightness and contrast of the object and the background in the polarization image are relatively enhanced [26,27]. Therefore, this study combined the characteristics of diffraction imaging and polarization imaging to build a fungal spore diffraction-polarization fingerprint image acquisition system (Figure 1).…”
Section: Diffraction-polarization Fingerprint Image Acquisition Systemmentioning
confidence: 99%
“…By observing the light and dark areas that appear on the screen, the distribution of light-intensity can reflect the imaging information of the object [25]. Polarization imaging technology can detect the polarization information of the object surface, and compared with ordinary optical images, the brightness and contrast of the object and the background in the polarization image are relatively enhanced [26,27]. Therefore, this study combined the characteristics of diffraction imaging and polarization imaging to build a fungal spore diffraction-polarization fingerprint image acquisition system (Figure 1).…”
Section: Diffraction-polarization Fingerprint Image Acquisition Systemmentioning
confidence: 99%