Digital infrared imaging for breast cancer detection using sequential minimal optimization, kernel logistic regression and multilayer perceptron / (Record no. 170340)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 03808namaa22004211i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - أخر تعامل مع التسجيلة | |
| control field | 20250223033415.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250121s2020 |||a|||f m||| 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloguing agency | EG-GICUC |
| Language of cataloging | eng |
| Transcribing agency | EG-GICUC |
| Modifying agency | EG-GICUC |
| Description conventions | rda |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| Language code of summary or abstract | eng |
| -- | ara |
| 049 ## - Acquisition Source | |
| Acquisition Source | Deposit |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 610.28 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 610.28 |
| Edition number | 21 |
| 097 ## - Degree | |
| Degree | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Local Call Number | Cai01.13.03.M.Sc.2020.Sh.D. |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Authority record control number or standard number | Shaimaa Adel Abd El Halim, |
| Preparation | preparation. |
| 245 10 - TITLE STATEMENT | |
| Title | Digital infrared imaging for breast cancer detection using sequential minimal optimization, kernel logistic regression and multilayer perceptron / |
| Remainder of title | |
| Statement of responsibility, etc. | By Shaimaa Adel Abd El Halim; Supervisors Assoc. Prof. Dr. Amr A.Sharawi, Assist. Prof. Dr. Nader A.Rahman. |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | التصوير الرقمي بالأشعة تحت الحمراء للكشف عن سرطان الثدي باستخدام تحسين الحد الأدنى المتسلسل باستخدام الانحدار اللوجستي وباستخدام متعدد الطبقات / |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 48 pages : |
| Other physical details | illustrations ; |
| Dimensions | 30 cm. + |
| Accompanying material | CD. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rda content |
| 337 ## - MEDIA TYPE | |
| Media type term | Unmediated |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Source | rdacarrier |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.)-Cairo University, 2020. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Bibliography: pages 42-48. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Breast cancer is the main reason for women's death. There are many techniques that help you discover cancer more safety. One of these is digital infrared imaging (thermography). A method for detecting breast cancer using image processing techniques was proposed by this thesis. These techniques are applied to 142 digital thermal images of the breast; therefore72 statistical and textural features are extracted and used to supply classifiers. There are three different classifiers. These classifiers are Sequential minimal optimization, kernel logistic regression, and Multilayer perception. Finally, only 6 features were selected to feed classifiers. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | سرطان الثدي هو السبب الرئيسي لوفاة النساء.هناك العديد من التقنيات التي تساعد على اكتشاف السرطان بطريقة أكثر أمانًا. واحد منهم هو التصوير الرقمي بالأشعة تحت الحمراء (التصوير الحراري).تقترح هذه الرسالة طريقة للكشف عن سرطان الثدي بأستخدام تقنيات معالجة الصور. يتم تطبيق هذه التقنيات على 142 صورة حرارية رقمية للثدي ؛ 77 منهم صور عادية و 65 صور غير طبيعية. يتم استخراج 72 سمة إحصائية ونصية واستخدامها لتغذية المصنفات.هناك ثلاثة مصنفات مختلفة تم إستخدامها. هذه المصنفات هي الحد الأدنى المتسلسل من التحسين والانحدار اللوجستي ، وتصور متعدد الطبقات. بعد ذلك يتم اختيار أفضل الميزات المهيمنة لتقليل وقت المعالجة. أخيرًا تم اختيار 6 ميزات فقط لتغذية المصنفات وإعطاء أفضل النتائج. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Issues CD | Issues also as CD. |
| 546 ## - LANGUAGE NOTE | |
| Text Language | Text in English and abstract in English. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Biomedical Engineering and Systems |
| Source of heading or term | qrmak |
| 653 #0 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | KERNEL LOGISTIC REGRESSION |
| -- | BREAST CANCER |
| -- | MULTILAYER PERCEPTRON |
| -- | SEQUENTIAL MINIMAL OPTIMIZATION |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Amr A.Sharawi |
| Relator term | thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Nader A.Rahman |
| Relator term | thesis advisor. |
| 900 ## - Thesis Information | |
| Grant date | 01-01-2020 |
| Supervisory body | Amr A.Sharawi |
| -- | Nader A.Rahman |
| Universities | Cairo University |
| Faculties | Faculty of Engineering |
| Department | Department of Biomedical Engineering and Systems |
| 905 ## - Cataloger and Reviser Names | |
| Cataloger Name | Sara Salah |
| Reviser Names | Huda |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Edition | 21 |
| Suppress in OPAC | No |
| Source of classification or shelving scheme | Home library | Current library | Date acquired | Inventory number | Full call number | Barcode | Date last seen | Effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | قاعة الرسائل الجامعية - الدور الاول | 21.01.2025 | 89984 | Cai01.13.03.M.Sc.2020.Sh.D. | 01010110089984000 | 21.01.2025 | 21.01.2025 | Thesis |