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30 August 2002 New automatic karyotyping technique for chromosome classification
Shunren Xia, Wei-dong Xu, Aijiao Wu
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Proceedings Volume 4925, Electronic Imaging and Multimedia Technology III; (2002) https://doi.org/10.1117/12.481606
Event: Photonics Asia, 2002, Shanghai, China
Abstract
Chromosome karyotyping is an important procedure in clinical and cancer cytogenetics research. In this study, based on efficient chromosome image processing and approximate knowledge-based geometry classification, a new automatic karyotyping technique is introduced which comprises some efficient intelligent sequential phases, namely chromosome image collector, chromosome image processor, chromosome analysis result database. In this paper, detailed techniques including image preprocessing, chromosome incision and chromosome classification have been presented. By testing on a large number of clinical data, excellent result has been reached and the performance of automation has been greatly improved.
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Shunren Xia, Wei-dong Xu, and Aijiao Wu "New automatic karyotyping technique for chromosome classification", Proc. SPIE 4925, Electronic Imaging and Multimedia Technology III, (30 August 2002); https://doi.org/10.1117/12.481606
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KEYWORDS
Image processing
Image segmentation
Image classification
Image filtering
Analytical research
Error analysis
Image storage
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