The Resource Machine learning in computer-aided diagnosis : medical imaging intelligence and analysis, Kenji Suzuki, editor

Machine learning in computer-aided diagnosis : medical imaging intelligence and analysis, Kenji Suzuki, editor

Label
Machine learning in computer-aided diagnosis : medical imaging intelligence and analysis
Title
Machine learning in computer-aided diagnosis
Title remainder
medical imaging intelligence and analysis
Statement of responsibility
Kenji Suzuki, editor
Contributor
Subject
Language
eng
Summary
"This book provides a comprehensive overview of machine learning research and technology in medical decision-making based on medical images"--Provided by publisher
Cataloging source
CaBNvSL
Dewey number
616.07/54
Index
no index present
LC call number
RC78.7.D53
LC item number
M33 2011e
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Target audience
  • adult
  • specialized
Label
Machine learning in computer-aided diagnosis : medical imaging intelligence and analysis, Kenji Suzuki, editor
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
black and white
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • 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 [and others] -- 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
  • 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 [and others] -- 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 [and others] -- 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 [and others] -- 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
Control code
ocn771415177
Dimensions
unknown
Extent
1 online resource (electronic texts (431 pages))
Form of item
online
Isbn
9781466600607
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.4018/978-1-46660-059-1
http://library.link/vocab/recordID
.b36713132
Specific material designation
remote
System control number
  • (OCoLC)771415177
  • infosci1466600608

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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