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العنوان
Developing an automated quantification system for cdna microarray gene chips using image processing /
الناشر
Islam Abdulazeem Fouad Abdulkader ,
المؤلف
Islam Abdulazeem Fouad Abdulkader
هيئة الاعداد
باحث / Islam Abdulazeem Fouad Abdulkader
مشرف / Aboubakr M. Youssef
مشرف / Amr A. Sharawy
مشرف / Mai Mohamed Said
تاريخ النشر
2014
عدد الصفحات
145 P. :
اللغة
الإنجليزية
الدرجة
الدكتوراه
التخصص
الهندسة الطبية الحيوية
تاريخ الإجازة
23/3/2015
مكان الإجازة
جامعة القاهرة - كلية الهندسة - Systems and Biomedical Engineering
الفهرس
Only 14 pages are availabe for public view

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from 182

Abstract

Microarray technology is a new biotechnology, which allows the monitoring of expression levels for thousands of genes simultaneously. Image processing is an important aspect of microarray technology is a new biotechnology, which allows the monitoring of expression levels for thousands of genes simultaneously. Image processing is an important aspect of microarray experiments, which will influence accuracy of subsequent analysis such as clustering or the identification of differentially expressed genes. To obtain meaningful information from the massive microarray images, it is needed to develop an algorithm, which can measure the expression levels of each gene. from data analysis, the obtained graphical displays and by visual inspection of the data before and after normalization by means of a histogram plot, scatter plot, MA plot, and box plot prove the success of the whole proposed system