Machine learning in computer-aided diagnosis (Record no. 422766)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 05317cam a2200625 a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 00056023 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | IGIG |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20161018163148.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION | |
| fixed length control field | m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr bn||||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 111219s2012 pau fob 000 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER | |
| Canceled/invalid LC control number | 2011037853 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781466600607 (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9781466600591 (hardcover) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9781466600614 (print & perpetual access) |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.4018/978-1-46660-059-1 |
| Source of number or code | doi |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (CaBNVSL)gtp00550563 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)771415177 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CaBNVSL |
| Transcribing agency | CaBNVSL |
| Modifying agency | CaBNVSL |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | Alfaisal Main Library |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | RC78.7.D53 |
| Item number | M33 2012e |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 616.07/54 |
| Edition number | 23 |
| 245 00 - TITLE STATEMENT | |
| Title | Machine learning in computer-aided diagnosis |
| Medium | [electronic resource] : |
| Remainder of title | medical imaging intelligence and analysis / |
| Statement of responsibility, etc | Kenji Suzuki, editor. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Hershey, Pa. : |
| Name of publisher, distributor, etc | IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), |
| Date of publication, distribution, etc | c2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | electronic texts (431 p.) : |
| Other physical details | digital files. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes bibliographical references. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1. Robustness studies of ultrasound CADx in breast cancer diagnosis / Nicholas P. Gruszauskas and Maryellen L. Giger -- 2. Digital image processing and machine learning techniques for the detection of architectural distortion in prior mammograms / Shantanu Banik, Rangaraj M. Rangayyan and J. E. Leo Desautels -- 3. Computer-aided detection and diagnosis for 3D X-ray based breast imaging / Gautam S. Muralidhar, Alan C. Bovik and Mia K. Markey -- 4. Relevance feedback as new tool for computer-aided diagnosis in image databases / Issam El Naqa, Jung Hun Oh and Yongyi Yang -- 5. Advanced fuzzy methods for mammography image analysis / Farhang Sahba, Anastasios Venetsanopoulos and Gerald Schaefer -- 6. Computerized detection of lung nodules on chest radiographs: application of bone suppression imaging by means of multiple massive-training ANNs / Sheng Chen and Kenji Suzuki -- 7. Techniques for the automated segmentation of lung in thoracic computed tomography scans / William F. Sensakovic and Samuel G. Armato -- 8. Clinical machine learning in action: CAD system design, development, tuning, and long-term experience / Yoshitaka Masutani ... [et al.] -- 9. Computer-aided detection of polyps in CT colonography by means of feature selection and massive-training support vector regression / Jian-Wu Xu and Kenji Suzuki -- 10. Content-based image retrieval for medical image analysis / Jianhua Yao and Ronald M. Summers -- |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 11. A model-driven bayesian method for polyp detection and false positive suppression in CT colonography computer-aided detection / Xujiong Ye and Greg Slabaugh -- 12. Computer-aided image analysis and detection of prostate cancer: using immunostaining for alpha-methylacyl-CoA racemase, p63, and high-molecular-weight cytokeratin / Yahui Peng, Yulei Jiang and Ximing J. Yang -- 13. Magnetic resonance image analysis for brain CAD systems with machine learning / Hidetaka Arimura ... [et al.] -- 14. CADrx for GBM brain tumors: predicting treatment response from changes in diffusion-weighted MRI / Jing Huo, Matthew S. Brown and Kazunori Okada -- 15. Autism diagnostics by 3D shape analysis of the corpus callosum / Ahmed Elnakib ... [et al.] -- 16. Neuroimage classification for early diagnosis of Alzheimer's disease / Yong Fan and Christos Davatzikos -- 17. Manifold learning for medical image registration, segmentation, and classification / Paul Aljabar, Robin Wolz and Daniel Rueckert -- 18. Learning manifolds: design analysis for medical applications / Diana Mateus ... [et al.] -- 19. Automatic organ localization on X-ray CT images by using ensemble-learning techniques / Xiangrong Zhou and Hiroshi Fujita -- 20. Applications of machine learning in real-time tumor localization / Ruijiang Li and Steve B. Jiang. |
| 506 ## - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Restricted to subscribers or individual electronic text purchasers. |
| 520 3# - SUMMARY, ETC. | |
| Summary, etc | "This book provides a comprehensive overview of machine learning research and technology in medical decision-making based on medical images"--Provided by publisher. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE | |
| Additional physical form available note | Also available in print. |
| 538 ## - SYSTEM DETAILS NOTE | |
| System details note | Mode of access: World Wide Web. |
| 588 ## - | |
| -- | Description based on title screen (IGI Global, viewed December 19, 2011). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Diagnostic imaging |
| General subdivision | Digital techniques. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Image analysis. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine learning. |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Automated segmentation computed tomography scans |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Clinical machine learning |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Computer-aided detection and diagnosis |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Content-based image retrieval |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Ensemble learning |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Fuzzy methods for image analysis |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Machine learning techniques |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Magnetic resonance imaging |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Medical image registration, segmentation and classification |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Relevance feedback |
| 655 #7 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| Source of term | local |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Suzuki, Kenji, |
| Dates associated with a name | 1968 Oct. 5- |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | IGI eBooks. |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | IGI Global. |
| 776 0# - ADDITIONAL PHYSICAL FORM ENTRY | |
| Qualifying information | (Original) |
| Record control number | (DLC)2011037853 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Print version: |
| International Standard Book Number | 1466600594 |
| -- | 9781466600591 |
| Record control number | (DLC) 2011037853 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://ezproxy.alfaisal.edu/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-46660-059-1">http://ezproxy.alfaisal.edu/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-46660-059-1</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | eBooks |
No items available.