Analysis of risk factors for breast cancer decision support system / (Record no. 55662)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02583cam a2200337 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223031445.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 160322s2015 ua f m 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | EG-GiCUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GiCUC |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | Deposite |
| 097 ## - Thesis Degree | |
| Thesis Level | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.13.03.M.Sc.2015.Ba.A |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Basma Emad Abdelfatah Mohamed |
| 245 10 - TITLE STATEMENT | |
| Title | Analysis of risk factors for breast cancer decision support system / |
| Statement of responsibility, etc. | Basma Emad Abdelfatah Mohamed ; Supervised Manal Abdelwahed , Mohamed I. Owis |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | تحليل عوامل الخطر لسرطان الثدى لإنشاء نظام دعم القرار |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Basma Emad Abdelfatah Mohamed , |
| Date of publication, distribution, etc. | 2015 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 62 P. ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Systems and Biomedical Engineering |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Data mining effective applications supply good health care knowledge that could be utilized in supporting of clinical decision making. Breast cancer is the most common form of cancer among women and is the second leading reason of cancer death. A risk factor is anything that influences the possibility of obtaining a disease as cancer. The goal of this study is creating an economic method for the early detection of breast cancer with no pain to patient, by analysis of risk factors. Two approaches were followed where in the first approach direct detection has been done between the three cases, benign, malignant and normal by applying decision tree and random forest. In the second approach, indirect detection has been done; it comprises two phases. In the first phase, the detection would be between two categories of normal and tumor cases, applying decision tree and random forest. The second phase was the detection between benign and malignant cases; decision Tree, random forest, K-means clustering and apriori were applied. It is to be noted that in classification and clustering techniques, risk factors were ranked by two different feature selection methods: Fisher linear discriminant and minimal redundancy maximal relevance criterion. In classification techniques 10 folds cross validation method was utilized to decrease the bias of results |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Breast cancer |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Data mining |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Early detection |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Manal Abdelwahed , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mohamed I. Owis , |
| Relator term | |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://172.23.153.220/th.pdf">http://172.23.153.220/th.pdf</a> |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Nazla |
| Reviser | Revisor |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) | |
| Cataloger | Samia |
| Reviser | Cataloger |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Source of classification or shelving scheme | Not for loan | Home library | Current library | Date acquired | Full call number | Barcode | Date last seen | Koha item type | Copy number |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 11.02.2024 | Cai01.13.03.M.Sc.2015.Ba.A | 01010110068341000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.13.03.M.Sc.2015.Ba.A | 01020110068341000 | 22.09.2023 | CD - Rom | 68341.CD |