Automatic segmentation and classification of acute leukemia cells in microscopic images / (Record no. 63195)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02487cam a2200337 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223031834.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 171029s2017 ua dh 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 | Ph.D |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.13.03.Ph.D.2017.Ah.A |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Ahmed Elsayed Abdalazim Mohamed Negm |
| 245 10 - TITLE STATEMENT | |
| Title | Automatic segmentation and classification of acute leukemia cells in microscopic images / |
| Statement of responsibility, etc. | Ahmed Elsayed Abdalazim Mohamed Negm ; Supervised Ahmed Mohamed Elbialy , Ahmed Hisham Kandil |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | نظام اتوماتيكى لعزل و تصنيف خلايا سرطان الدم النخاعى الحاد فى صور الميكروسكوب الطبية |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Ahmed Elsayed Abdalazim Mohamed Negm , |
| Date of publication, distribution, etc. | 2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 216 P. : |
| Other physical details | charts , facsimiles ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (Ph.D.) - Cairo University - Faculty of Engineering - Department of Systems and Biomedical Engineering |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Leukaemia is a malignant disease characterized by the uncontrolled accumulation of abnormal white blood cells. Blood smear microscopic images are investigated by haematologist to diagnose most blood disease. Manual methods are a tiresome, time-consuming and susceptible to error procedure due to the tedious nature of this process. The total dataset consisted of 739 images represent three types of leukaemia cells: Blast, myelocyte and segmented cells. The algorithm results demonstrated an overall accuracy of 99.517%, sensitivity of 99.348%, and specificity of 99.529%. Therefore, this algorithm yielded promising results and warrants further research. Classifying step of the cells according to its morphological extracted features was presented. Classifiers as decision tree, neural network, fuzzy logic and support vector machine were implemented and compared. It was concluded that it might be possible to build an automated support system based on the combined Image processing and analysis features extracted from a digital microscopic images, motivate to expand to observe all acute myeloid leukemia cell types |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Leukemia |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Pattern recognition |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Segmentation |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ahmed Hisham Kandil , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ahmed Mohamed Elbialy , |
| 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.Ph.D.2017.Ah.A | 01010110073190000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.13.03.Ph.D.2017.Ah.A | 01020110073190000 | 22.09.2023 | CD - Rom | 73190.CD |