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040 _aEG-GiCUC
_beng
_cEG-GiCUC
041 0 _aeng
049 _aDeposite
097 _aM.Sc
099 _aCai01.13.03.M.Sc.2021.Em.C
100 0 _aEman Sayed Muhammad Atteya
245 1 0 _aComputer {u2013}Aided Diagnosis Of Breast Lymph Nodes Pathology By Ultrasound Imaging /
_cEman Sayed Muhammad Atteya ; Supervised Manal Abdelwahed , Muhammad Rushdi , Amira Radwan
246 1 5 _aالتشخيص بمساعدة الحاسب لأمراض العقد الليمفاوية في الثدي عن طريق التصوير بالموجات فوق الصوتية
260 _aCairo :
_bEman Sayed Muhammad Atteya ,
_c2021
300 _a106 P . :
_bcharts , facismlies ;
_c30cm
502 _aThesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Systems and Biomedical Engineering
520 _aMost of the previous studies focused on computer-assisted breast cancer diagnosis and the axillary lymph nodes were diagnosed by taking a sample and analyzing it or removing it and then analyzing it. There are some diseases that occur in breast cancer patients as a result of removing the axillary lymph nodes, such as swelling of the arms due to the accumulation of lymph fluid.So in this message we tried to do the following:Improving computer-assisted diagnostic methods for axillary lymph node diseases using ultrasound of the breast to distinguish between benign and malignant lymph nodes by different sets of image characteristics, studying some classification processes and different classifiers such as (support vector machine, logistic regression, linear support vector machine, nearest neighbor For the coefficient of K ) while classifying the axillary lymph nodes of the breast, improving the classification accuracy, sensitivity and specificity to detect the difference in the axillary lymph nodes of the breast, detecting and diagnosing differences in the axillary lymph nodes using safe and painless methods for breast cancer patients, diagnosing malignant lymphomas before the operation Surgery without taking a sample or using a thin needle, reducing the percentage of axillary lymph nodes removal in breast cancer patients
530 _aIssued also as CD
650 0 _abreast cancer
653 _aaxillary lymph node
653 _aBreast ultrasound imaging
653 _alymphedema
700 0 _aAmira Radwan ,
_eSupervisor
700 0 _aManal Abdelwahed ,
_eSupervisor
700 0 _aMuhammad Rushdi ,
_eSupervisor
856 _uhttp://172.23.153.220/th.pdf
905 _aAmira
_eCataloger
905 _aEnas
_eRevisor
942 _2ddc
_cTH
999 _c84636
_d84636