Detection and grading of papilledema using artificial intelligence techniques / (Record no. 178777)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04015namaa22004331i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GICUC |
| 005 - أخر تعامل مع التسجيلة | |
| control field | 20260311102322.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 260301s2025 ua a|||frm||| 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 | Ph.D |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Local Call Number | Cai01.13.03.Ph.D.2025.Ah.D |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Authority record control number or standard number | Ahmed Mohamed Salaheldin Mohamed Sadek, |
| Preparation | preparation. |
| 245 10 - TITLE STATEMENT | |
| Title | Detection and grading of papilledema using artificial intelligence techniques / |
| Statement of responsibility, etc. | by Ahmed Mohamed Salaheldin Mohamed Sadek ; Supervisors Prof. Manal Abdel Wahed, Prof. Neven Saleh. |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | اكتشاف وتصنيف ارتشاح عصب الابصار باستخدام تقنيات الذكاء الاصطناعي |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2025. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 82 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 (Ph.D)-Cairo University, 2025. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Bibliography: pages 76-82. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | This thesis investigates three distinct approaches for the accurate diagnosis and <br/>grading of papilledema, a neuro-ophthalmic condition characterized by optic disc <br/>swelling due to heightened intracranial pressure. Utilizing diverse imaging modalities <br/>and comprehensive clinical data, the research employs a cascaded model, pretrained <br/>convolutional neural networks (CNNs), and customized CNN models for papilledema <br/>detection from OCT images. Additionally, fundus images are analyzed using a multi-<br/>paths CNN model and a cascaded model integrating ResNet-50 and LSTM for feature <br/>extraction and classification. Classical machine learning models including SVM, <br/>neural networks, and fuzzy logic are also utilized for papilledema severity detection <br/>using clinical data. Contributions include pioneering the implementation of a cascaded <br/>deep learning model, introducing a novel OCT dataset, crafting transfer learning <br/>models, and designing tailored CNN architectures. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | تبحث هذه الدراسة في ثلاثة طرق متميزة للتشخيص الدقيق وتصنيف ارتشاح عصب الابصار، وهي حالة عصبية بصرية تتميز بتورم القرص البصري بسبب ارتفاع الضغط داخل الجمجمة. باستخدام طرق التصوير المتنوعة والبيانات السريرية الشاملة، يستخدم البحث نموذجًا متتاليًا وشبكات عصبية تلافيفية مدربة مسبقًا. بالإضافة إلى ذلك، يتم تحليل صور قاع العين باستخدام نموذج شبكات عصبية تلافيفية متعدد المسارات ونموذج متتالي يدمج طرق لاستخراج الميزات وتصنيفها. يتم أيضًا استخدام نماذج التعلم الآلي الكلاسيكية بما في ذلك نموذج دعم الالة والشبكات العصبية والمنطق الغامض للكشف عن خطورة ارتشاح عصب الابصار باستخدام البيانات السريرية. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Issues CD | Issues also as CD. |
| 546 ## - LANGUAGE NOTE | |
| Text Language | Text in English and abstract in Arabic & English. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Biomedical Engineering |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | الهندسة الحيوية الطبية |
| 653 #1 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Papilledema |
| -- | Optical coherence tomography |
| -- | Fundus Images |
| -- | Machine learning |
| -- | Deep learning |
| -- | Convolutional neural network |
| -- | اضطرابات الشبكية |
| -- | الصور المقطعية للشبكية |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Manal Abdel Wahed |
| Relator term | thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Neven Saleh |
| Relator term | thesis advisor. |
| 900 ## - Thesis Information | |
| Grant date | 01-01-2025 |
| Supervisory body | Manal Abdel Wahed |
| -- | Neven Saleh |
| Discussion body | Mohamed Ali El Dosoky |
| -- | Ahmed Hisham Kandil |
| Universities | Cairo University |
| Faculties | Faculty of Engineering |
| Department | Department of Biomedical Engineering and Systems |
| 905 ## - Cataloger and Reviser Names | |
| Cataloger Name | Shimaa |
| Reviser Names | Eman Ghareb |
| 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 | 01.03.2026 | 93468 | Cai01.13.03.Ph.D.2025.Ah.D | 01010110093468000 | 01.03.2026 | 01.03.2026 | Thesis |