A new technique for clustering of medical images / (Record no. 60945)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02457cam a2200337 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | EG-GiCUC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250223031724.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 170520s2016 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 | M.Sc |
| 099 ## - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | Cai01.20.04.M.Sc.2016.Ma.N |
| 100 0# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Maria Fayez Halim Ibrahim |
| 245 12 - TITLE STATEMENT | |
| Title | A new technique for clustering of medical images / |
| Statement of responsibility, etc. | Maria Fayez Halim Ibrahim ; Supervised Ehab Hassanein , Soha Safwat |
| 246 15 - VARYING FORM OF TITLE | |
| Title proper/short title | تقنية جديدة لتقسيم الصور الطبية الى مجموعات |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Cairo : |
| Name of publisher, distributor, etc. | Maria Fayez Halim Ibrahim , |
| Date of publication, distribution, etc. | 2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 82 Leaves : |
| Other physical details | charts , facsimiles ; |
| Dimensions | 30cm |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis (M.Sc.) - Cairo University - Faculty of Computers and Information - Department of Information Systems |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Medical images became a huge problem due to the fast growing size of the medical image repositories, thousands of medical images are produced daily. Medical image repositories need to be well organized using an efficient and fast tool to allow researches or medical experts to extract useful information in the right time and as fast as possible. Organizing large medical image repositories can help in many fields as in medical fields that can be useful in diagnosis and knowing the history of a patient and in the researching area as it can be mined easily and be a necessary step before many application as content based image retrieval and medical image classification application. The objective of this thesis is to implement a new efficient clustering technique for medical images. This technique contains three main methods, the first is to extract features using gray-level co-occurrence matrix and apply PCA for dimensionality reduction, and then k-means clustering is applied. The second method where the 2D wavelet transforms is applied as a feature extraction and feature selection is used to select most efficient attributes, then k-means clustering is applied. The final and proposed technique is to combine the two models and apply k-means clustering |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Clustering |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | K-means |
| 653 #4 - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Medical images |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Ehab Hassanein , |
| Relator term | |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Soha Safwat Labib , |
| 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 | Cai01.20.04.M.Sc.2016.Ma.N | 01010110071709000 | 22.09.2023 | Thesis | ||
| Dewey Decimal Classification | المكتبة المركزبة الجديدة - جامعة القاهرة | مخـــزن الرســائل الجـــامعية - البدروم | 11.02.2024 | Cai01.20.04.M.Sc.2016.Ma.N | 01020110071709000 | 22.09.2023 | CD - Rom | 71709.CD |