MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03094cam a2200325 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
EG-GiCUC |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
190401s2018 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 |
Cai01.13.03.M.Sc.2018.Wa.E |
| 100 0# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Wafa{u2019}a Abdulhameed Abdullah Alolofi |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Effects of scaling, noise, and compression on breast cancer detection in whole slide images / |
| Statement of responsibility, etc. |
Wafa{u2019}a Abdulhameed Abdullah Alolof ; Supervised Ahmed Mohamed Badawi , Muhammad Ali Rushdi , Mohammed Ahmed Islam |
| 246 15 - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
تأثير التكبير والضوضاء وضغط البيانات على الكشف عن سرطان الثدي في صور الشرائح الكاملة |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Cairo : |
| Name of publisher, distributor, etc. |
Wafa{u2019}a Abdulhameed Abdullah Alolof , |
| Date of publication, distribution, etc. |
2018 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
107 P. : |
| Other physical details |
charts , facsimiles ; |
| Dimensions |
30cm |
| 502 ## - DISSERTATION NOTE |
|---|
| Dissertation note |
Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Systems and Biomedical Engineering |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Whole slide imaging (WSI) is a recent technology introduced in medical pathology practices. WSI images are created using a computerized system that scans, changes, and stitches pathology specimen glass slides into digital images that have a multi-resolution pyramid construction of a huge gigabyte size. Therefore, digital whole slide imaging brings major challenges in data storage, transmission (telepathology), processing and interoperability.Whole-slide imaging enables histopathological analysis of biological tissues at very high levels of magnification, and hence the early detection of anomalies such as breast cancer can be achieved. In thiswork, we investigate the effects of scaling, compression, and noise on anomaly detection in whole slide imaging. ThusThus, we analyze the effects of image scale on anomaly detection performance. We propose a learning-based approach to find the scale mappings between WSI levels using partial least-square (PLS) regression.The learned scale mapping can be used to detect anomalies in lower-resolution images and small magnification hence reduce the computational cost of anomaly detection.Then we explore the effect of different levels of noise on anomaly detection. We simulate different scenarios where WSI images are contaminated with Gaussian noise and several de-noising algorithms were applied, namely de-noising with PLS, Block Matching 3D (BM3D) and the combination of PLS and BM3D. We show how these different de-noising techniques can help to reduce the noise severity on anomaly detection.Our results lead to useful conclusions on how to handle whole slide images under scaling, compression, and noise conditions |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Issued also as CD |
| 653 #4 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Digital pathology |
| 653 #4 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Virtual microscopy |
| 653 #4 - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Whole-slide imaging |
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ahmed Mohamed Badawi , |
| Relator term |
|
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Mohammed Ahmed Islam , |
| Relator term |
|
| 700 0# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Muhammad Ali Rushdi , |
| Relator term |
|
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
|---|
| Cataloger |
Nazla |
| Reviser |
Revisor |
| 905 ## - LOCAL DATA ELEMENT E, LDE (RLIN) |
|---|
| Cataloger |
Shimaa |
| Reviser |
Cataloger |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Thesis |
