Automatic fuzzy-neural based segmentation of microscopic cell images

S Colantonio, IB Gurevich… - International Journal of …, 2008 - inderscienceonline.com
In this paper, we propose a novel, completely automated method for the segmentation of
lymphatic cell nuclei represented in microscopic specimen images. Actually, segmenting cell
nuclei is the first, necessary step for developing an automated application for the early
diagnostics of lymphatic system tumours. The proposed method follows a two-step approach
to, firstly, find the nuclei and then, to refine the segmentation by means of a neural model,
capable of localising the borders of each nucleus. Experimental results have shown the …

Automatic fuzzy-neural based segmentation of microscopic cell images

S Colantonio, I Gurevich, O Salvetti - Advances in Mass Data Analysis of …, 2007 - Springer
In this paper, we propose a novel, completely automated method for the segmentation of
lymphatic cell nuclei represented in microscopic specimen images. Actually, segmenting cell
nuclei is the first, necessary step for developing an automated application for the early
diagnostics of lymphatic system tumours. The proposed method follows a two-step approach
to, firstly, find the nuclei and, then, to refine the segmentation by means of a neural model,
able to localize the borders of each nucleus. Experimental results have shown the feasibility …
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