| 000 -LEADER |
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| fixed length control field |
05754nam a2200889 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
6812888 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20200413152907.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
121120s2012 caua foab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781627050692 (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781627050685 (pbk.) |
| 024 7# - OTHER STANDARD IDENTIFIER |
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| Standard number or code |
10.2200/S00453ED1V01Y201210BME046 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)819331314 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl00401680 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
RG493.5.R33 |
| Item number |
C234 2012 |
| 060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER |
|---|
| Classification number |
WP 815 |
| Item number |
C234f 2012 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
618.1907572 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Cabral, Thanh M. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Fractal analysis of breast masses in mammograms |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
Thanh M. Cabral and Rangaraj M. Rangayyan. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : |
| Name of publisher, distributor, etc. |
Morgan & Claypool, |
| Date of publication, distribution, etc. |
c2012. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 electronic text (xx, 98 p.) : |
| Other physical details |
ill., digital file. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on biomedical engineering, |
| International Standard Serial Number |
1930-0336 ; |
| Volume/sequential designation |
# 46 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Series from website. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (p. 87-96). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
Preface -- Acknowledgments -- List of symbols and abbreviations -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Computer-aided diagnosis of breast cancer -- 1.1 Mammography -- 1.2 Computer-aided diagnosis of breast cancer -- 1.3 Objectives and organization of the book -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Detection and analysis of breast masses -- 2.1 Characteristics of breast masses -- 2.2 Review of methods for CAD of breast masses -- 2.3 Review of methods for analysis of breast masses -- 2.3.1 Representation of breast masses for shape and texture analysis -- 2.3.2 Shape analysis of breast masses -- 2.3.3 Texture analysis of breast masses -- 2.4 Remarks -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
[3]. Datasets of images of breast masses -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Methods for fractal analysis -- 4.1 Fractals -- 4.1.1 Famous fractals -- 4.1.2 Fractals in biology -- 4.1.3 Fractal dimension -- 4.1.4 Applications of fractal analysis -- 4.2 Fractal analysis of shape -- 4.2.1 The ruler method -- 4.2.2 The box-counting method -- 4.2.3 The power spectral analysis method -- 4.2.4 Evaluation of the methods with test patterns -- 4.3 Fractal analysis of gray-level images -- 4.3.1 The blanket method -- 4.3.2 Power spectral analysis of gray-level images -- 4.3.3 Evaluation of the methods with test images -- 4.4 Remarks -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Pattern classification -- 5.1 Fisher linear discriminant analysis -- 5.2 The Bayesian classifier -- 5.3 Receiver operating characteristics -- 5.4 The t-test and p-value -- 5.5 Remarks -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
6. Results of classification of breast masses -- 6.1 Rank-ordering contours of masses by fractal dimension -- 6.2 Results of shape analysis -- 6.2.1 Classification of breast masses using fractal dimension -- 6.2.2 Comparative analysis of shape factors -- 6.3 Results of analysis of gray-scale variation -- 6.3.1 Fractal analysis of gray-scale variation -- 6.3.2 Haralick's texture measures -- 6.4 Discussion -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
7. Concluding remarks -- References -- Authors' biographies. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
Fractal analysis is useful in digital image processing for the characterization of shape roughness and gray-scale texture or complexity. Breast masses present shape and gray-scale characteristics in mammograms that vary between benign masses and malignant tumors. This book demonstrates the use of fractal analysis to classify breast masses as benign masses or malignant tumors based on the irregularity exhibited in their contours and the gray-scale variability exhibited in their mammographic images. A few different approaches are described to estimate the fractal dimension (FD) of the contour of a mass, including the ruler method, box-counting method, and the power spectral analysis (PSA) method. Procedures are also described for the estimation of the FD of the gray-scale image of a mass using the blanket method and the PSA method. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF t.p. (viewed on November 20, 2012). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Breast |
| General subdivision |
Radiography. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Radiography, Medical |
| General subdivision |
Digital techniques. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Fractals. |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Mammography. |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Radiographic Image Interpretation, Computer-Assisted. |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Fractals. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
blanket method |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
box-counting method |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
breast cancer |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
breast masses |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
compactness |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
computer-aided diagnosis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
digital image processing |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Fourier descriptors |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
fractal analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
fractal dimension |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
fractional concavity |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
mammography |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
pattern classification |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
pattern recognition |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
power spectral analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
ruler method |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
shape analysis |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
signature of a contour |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
spiculation index |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
texture analysis |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Rangayyan, Rangaraj M. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781627050685 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on biomedical engineering ; |
| Volume/sequential designation |
# 46. |
| International Standard Serial Number |
1930-0336 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=6812888 |
