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Automatic segmentation and classification of cells from broncho alveolar lavageLezoray, Olivier ; Lecluse, MichelBroncho alveolar lavage is the most commonly used diagnostic tool for confirming alveolar hemorrhage. Golde has introduced a ranking score, based onthe hemosiderin content of macrophages which ... enables ranking cells from 0 to4 based on the degree of Prussian blue stain. We propose a complete image analysis scheme to automatically perform both the extraction of the cellular objects and the ranking of each cell according to the Golde score. The image analysis techniques used mainly involve clustering and mathematical morphology. A 2D histogram is clustered to extract the main cellular components, a color watershed is used to determine and refine the regions. Finally, the cellular components of interest are firstly classified according to their hue and secondly according to their staining repartition. The proposed image analysis technique is very fast and produces reliable and accurate results.Vir: Image analysis & stereology : official journal of the International Society for Stereology. - ISSN 1580-3139 (Vol. 26, no. 3, nov. 2007, str. 111-119)Vrsta gradiva - članek, sestavni delLeto - 2007Jezik - angleškiCOBISS.SI-ID - 24108505
Avtor
Lezoray, Olivier |
Lecluse, Michel
Teme
Bronchoalveolar Lavage Fluid |
Cell Size |
Image Processing, Computer-Assisted |
Bronhoalveolarni izpirek, tekočina |
Celica, velikost |
Slika, obdelava z računalnikom |
laboratorijska diagnostika |
dihala |
bronhoalveolarni izpirek |
matematična morfologija |
celice
vir: Image analysis & stereology : official journal of the International Society for Stereology. - ISSN 1580-3139 (Vol. 26, no. 3, nov. 2007, str. 111-119)
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Leto | Faktor vpliva | Izdaja | Kategorija | Razvrstitev | ||||
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JCR | SNIP | JCR | SNIP | JCR | SNIP | JCR | SNIP |
Baze podatkov, v katerih je revija indeksirana
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Povezave do osebnih bibliografij avtorjev | Povezave do podatkov o raziskovalcih v sistemu SICRIS |
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Lezoray, Olivier | |
Lecluse, Michel |
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