Algoritmo para la detección de glóbulos rojos superpuestos en imágenes microscópicas de extendidos de sangre periférica

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Romero-Rondón, Miguel Fabián; Sanabria-Rosas, Laura Melissa; Bautista-Rozo, Lola Xiomara; Mendoza-Castellanos, Alfonso;
(2016)
  • Publisher: Universidad Nacional de Colombia
  • Subject: red blood cells | digital image processing | watershed | hematology | overlap | glóbulos rojos | Procesamiento digital de imágenes | hematología | superposición | hough; k-means
The hemogram is one of the most requested medical tests as it presents details about the three cell series in the blood: red series, white series and platelet series. To make some diagnostics, the specialist must undertake the test manually, observing the blood cells un... View more
  • References (39)
    39 references, page 1 of 4

    Rogers, K., Blood: Physiology and Circulation. New York: Britannica Educational, 2010

    New Delhi: Jaypee Brothers Publishers, 2001.

    Estridge, B., Basic Medical Laboratory Techniques. Clifton Park: Cengage Learning, 2000.

    Missouri: Elsevier Health Sciences, 2007.

    Ruiz, G., Fundamentos de hematología. Buenos Aires: Ed. Médica Panamericana, 1994.

    Kothari, S., Chaudry, Q. and Wang, M., Automated cell counting and cluster segmentation using concavity detection and ellipse fitting techniques, Biomedical Imaging: From Nano to Macro, 2009. pp.

    795-798. DOI: 10.1109/ISBI.2009.5193169

    Cloppet, F. and Boucher, A., Segmentation of complex nucleus configurations in biological images. Pattern Recognition Letters, 31(8), pp. 755-761, 2010. DOI: 10.1016/j.patrec.2010.01.022 Sharif, J., et al., Red blood cell segmentation using masking and watershed algorithm: A preliminary study, Biomedical Engineering (ICoBE), 2012. pp. 258-262. DOI: 10.1109/ICoBE.2012.6179016

    [9] Veta, M., et al., Marker-controlled watershed segmentation of nuclei in H&E stained breast cancer biopsy images, Biomedical Imaging: From Nano to Macro, 2011. pp. 618-621. DOI: 10.1109/ISBI.2011.5872483

    [10] Xu, S., Liu, H. and Song, E., Marker-controlled watershed for lesion segmentation in mammograms. Journal of Digital Imaging, 24(5), pp. 754-763, 2011. DOI: 10.1007/s10278-011-9365-2

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