DNA microarray image processing based on advanced pattern recognition techniques

• Κύριος συγγραφέας: Αθανασιάδης, Εμμανουήλ
• Άλλοι συγγραφείς: Νικηφορίδης, Γεώργιος
• Μορφή: Thesis
• Γλώσσα: English
• Έκδοση: 2010
• Θέματα: Microarrays; Wavelets; Segmentation; Gridding; Markov Random Field (MRF); Μικροσυστοιχίες; Κυματίδια; Τμηματοποίηση; Τεχνική συνδυασμού τυχαίων πεδίων Μαρκόφ; 572.863 6

In the present thesis, a novel gridding technique, as well as, two new segmentation methods applied to complementary DNA (cDNA) microarray images is proposed. More precise, a new gridding method based on continuous wavelet transform (CWT) was performed. Line profiles of x and y axis were calculated,...