Computer aided grading system for human ivf blastocyst embryos / (Record no. 176916)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04278namaa22004331i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GICUC |
| 005 - أخر تعامل مع التسجيلة | |
| control field | 20251222112704.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251222s2025 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 | 610.284 |
| 092 ## - LOCALLY ASSIGNED DEWEY CALL NUMBER (OCLC) | |
| Classification number | 610.284 |
| Edition number | 21 |
| 097 ## - Degree | |
| Degree | Ph.D |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Local Call Number | Cai01.13.03.Ph.D.2025.Sh.D |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Authority record control number or standard number | Shimaa Mohamed Khder Abd EL-Mokhtar, |
| Preparation | preparation. |
| 245 10 - TITLE STATEMENT | |
| Title | Computer aided grading system for human ivf blastocyst embryos / |
| Statement of responsibility, etc. | by Shimaa Mohamed Khder Abd EL-Mokhtar ; Supervisors Prof. Inas Ahmed Yassine, Prof. Ahmed Mohmed El-Bialy |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | نظام التصنيف بمساعدة الكمبيوتر للصور المجهرية للاجنة في مرحلتها الأخيرة التي تسمى بالكيسة الاريمية |
| 264 #0 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | 2025. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 68 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 60-68. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | Blastocyst grading is considered as a critical factor that influences the success of in-vitro fertilization (IVF) treatment cycle. The main purpose of this thesis is to build a Computer Aided Grading (CAG) system to grade the quality of blastocysts based on Gardner’s grading system; in terms of blastocyst age, Characteristics of Inner Cell Mass (ICM), and Characteristics of Trophectoderm (TE). It is worth noting that our proposed model is employing YOLOv8 classification neural network which surpasses all the proposed models, within this study to achieve an accuracy of 96.62%, 89.1%, 81.56% for grading expansion, ICM, and TE respectively. Additionally, this study seeks to create an automated method for predicting IVF outcomes, based on the blastocyst grading models that evolved. The proposed model surpasses all the models to achieve an accuracy of 83.33% in predicting IVF outcome. |
| 520 #3 - SUMMARY, ETC. | |
| Summary, etc. | يعد تصنيف الكيسة الأريمية من بين العوامل الحاسمة التي تؤثر على نجاح دورة التلقيح الاصطناعي( ( IVF .الغرض الرئيسي من هذه الرسالة هو بناء نظام التصنيف بمساعدة الحاسوب (CAG) لتصنيف جودة الأكياس الأريمية بناءً على نظام التصنيف الخاص Garden’s Grading system ؛ من حيث عمر الكيسة الأريمية(معدل التوسع )، وخصائص كتلة الخلايا الداخلية (ICM)، وخصائص الأديم المغذي(TE) . تجدر الإشارة إلى أن النظام المقترح الذي يستند إلى شبكة عصبية YOLOv8 للتصنيف تتجاوز جميع النماذج المقترحة لتحقيق دقة 96.62٪ و 89.1٪ و 81.56٪ في تصنيف عمر الكيسة الأريمية و ICM و TE على التوالي. بالإضافة إلي ذلك، تهدف الرسالة إلى بناء نظام آلي للتنبؤ بنتائج عملية التلقيح الاصطناعي بناءً على أنظمة تصنيف الكيسة الأريمية. تجدر الإشارة إلى أن النموذج المقترح لدينا يتجاوز جميع النماذج لتحقيق دقة بنسبة 83.33٪ |
| 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 | Computer Aided Grading (CAG) system |
| -- | In Vitro Fertilization (IVF) |
| -- | Blastocyst |
| -- | Convolution Neural Network (CNN) |
| -- | Gardner’s Grading system |
| -- | الإخصاب في المختبر (IVF) |
| -- | نظام التصنيف بمساعدة الكمبيوتر (CAG) |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Inas Ahmed Yassine |
| Relator term | thesis advisor. |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ahmed Mohmed El-Bialy |
| Relator term | thesis advisor. |
| 900 ## - Thesis Information | |
| Grant date | 01-01-2025 |
| Supervisory body | Inas Ahmed Yassine |
| -- | Ahmed Mohmed El-Bialy |
| Discussion body | Ahmed Hisham Kandil |
| -- | Nancy Mostafa Ahmed Salem |
| Universities | Cairo University |
| Faculties | Faculty of Engineering |
| Department | Department of Biomedical Engineering and Systems |
| 905 ## - Cataloger and Reviser Names | |
| Cataloger Name | Shimaa |
| 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 | 22.12.2025 | 92882 | Cai01.13.03.Ph.D.2025.Sh.D | 01010110092882000 | 22.12.2025 | 22.12.2025 | Thesis |