Application of Different Classification Methods to Determine the Developmental Stage of Fish Erythrocytes of the Common Nase (Chondrostoma nasus) and Vimba Bream (Vimba vimba)
2020
Document Type:
Article (Published version)
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© 2020, Pleiades Publishing, Ltd.
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Show full item recordAbstract:
Fish erythrocytes released from erythropoietic sites are immature. During circulation, they increase their own surface, while the cell body and nuclei begin to become more elliptical and less spherical during maturation. The relative abundance of different developmental stages represents an erythron profile which could be a more sensitive indicator of contamination than classic hematological indices. In this study, we analyzed blood smears of the common nase (Chondrostoma nasus) and vimba bream (Vimba vimba) with the main goal to identify the determinants of the developmental stage of erythrocytes. Based on parameters developmental stages, erythrocytes are categorized into immature, intermediate or mature. In this investigation we have used four classification methods: the Two Step Cluster analysis, the K-Means Cluster analysis, and Neural Networks–Multilayer Perceptron and an Ordinal Regression model. Our findings clearly justify that Multilayers Perceptron and OLR models are appropriate to classify the developmental stage of fish erythrocytes in both species.
Keywords:
Image Processing and Computer Vision; Pattern RecognitionSource:
Pattern Recognition and Image Analysis, 2020, 30, 1, 43-51Funding / projects:
- Fishes as water quality indicators in open waters of Serbia (RS-MESTD-Basic Research (BR or ON)-173045)
DOI: 10.1134/s1054661820010150
ISSN: 1054-6618