Coverart for item
The Resource Biomedical image analysis and machine learning technologies : applications and techniques, [edited by] Fabio A. Gonzalez, Eduardo Romero

Biomedical image analysis and machine learning technologies : applications and techniques, [edited by] Fabio A. Gonzalez, Eduardo Romero

Label
Biomedical image analysis and machine learning technologies : applications and techniques
Title
Biomedical image analysis and machine learning technologies
Title remainder
applications and techniques
Statement of responsibility
[edited by] Fabio A. Gonzalez, Eduardo Romero
Contributor
Subject
Language
eng
Summary
This book provides a panorama of the current boundary between biomedical complexity coming from the medical image context and the multiple techniques which have been used for solving many of these problems. This innovative publication serves as a leading industry reference as well as a source of creative ideas for applications of medical issues--Provided by publisher
Additional physical form
Also available in print
Dewey number
616.07/540285
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1970-
  • 1963-
http://library.link/vocab/relatedWorkOrContributorName
  • Gonzalez, Fabio A.
  • Romero, Eduardo
  • IGI Global
http://library.link/vocab/subjectName
  • Diagnostic imaging
  • Image analysis
  • Machine learning
  • Image Interpretation, Computer-Assisted
  • Artificial Intelligence
Target audience
  • adult
  • specialized
Label
Biomedical image analysis and machine learning technologies : applications and techniques, [edited by] Fabio A. Gonzalez, Eduardo Romero
Instantiates
Publication
Note
Title from ebook home page (viewed July 31, 2010)
Bibliography note
Includes bibliographical references and index
Contents
  • 1. From biomedical image analysis to biomedical image understanding using machine learning / Eduardo Romero, Fabio González -- 2. Computer-aided detection and diagnosis of breast cancer using machine learning, texture and shape features / Geraldo Júnior, Leonardo de Oliveira Martins, Aristófanes Silva, Anselmo de Paiva -- 3. Machine learning for automated polyp detection in computed tomography colonography / Abhilash Miranda, Olivier Caelen, Gianluca Bontempi -- 4. Variational approach based image pre- processing techniques for virtual colonoscopy / Dongqing Chen, Aly Farag, Robert Falk, Gerald Dryden -- 5. Machine learning for brain image segmentation / Jonathan Morra, Zhuowen Tu, Arthur Toga, Paul Thompson -- 6. A genetic algorithm-based level set curve evolution for prostate segmentation on pelvic CT and MRI images / Payel Ghosh, Melanie Mitchell, James Tanyi, Arthur Hung -- 7. Genetic adaptation of level sets parameters for medical imaging segmentation / Dário Oliveira, Raul Feitosa, Mauro Correia -- 8. Automatic analysis of microscopic images in hematological cytology applications / Gloria Díaz, Antoine Manzanera -- 9. Biomedical microscopic image processing by graphs / Vinh-Thong Ta, Olivier Lézoray, Abderrahim Elmoataz -- 10. Assessment of kidney function using dynamic contrast enhanced MRI techniques / Melih Aslan, Hossam El Munim, Aly Farag, Mohamed El-Ghar
  • 11. Ensemble of neural networks for automated cell phenotype image classification / Loris Nanni, Alessandra Lumini -- 12. Content-based access to medical image collections / Juan Caicedo, Jorge Camargo, Fabio González -- 13. Predicting complex patterns of human movements using Bayesian online learning in medical imaging applications / Francisco Gómez, Fabio Martínez, Eduardo Romero -- 14. Left ventricle segmentation and motion analysis in multislice computerized tomography / Antonio Bravo, Juan Mantilla, José Clemente, Miguel Vera
Control code
ocn707616896
Extent
electronic texts (xix, 370 pages : illustrations)
Form of item
electronic
Isbn
9781605669571
Other control number
10.4018/978-1-60566-956-4
Other physical details
digital files
Reproduction note
Electronic reproduction.
System control number
(OCoLC)707616896
System details
Mode of access: Internet
Label
Biomedical image analysis and machine learning technologies : applications and techniques, [edited by] Fabio A. Gonzalez, Eduardo Romero
Publication
Note
Title from ebook home page (viewed July 31, 2010)
Bibliography note
Includes bibliographical references and index
Contents
  • 1. From biomedical image analysis to biomedical image understanding using machine learning / Eduardo Romero, Fabio González -- 2. Computer-aided detection and diagnosis of breast cancer using machine learning, texture and shape features / Geraldo Júnior, Leonardo de Oliveira Martins, Aristófanes Silva, Anselmo de Paiva -- 3. Machine learning for automated polyp detection in computed tomography colonography / Abhilash Miranda, Olivier Caelen, Gianluca Bontempi -- 4. Variational approach based image pre- processing techniques for virtual colonoscopy / Dongqing Chen, Aly Farag, Robert Falk, Gerald Dryden -- 5. Machine learning for brain image segmentation / Jonathan Morra, Zhuowen Tu, Arthur Toga, Paul Thompson -- 6. A genetic algorithm-based level set curve evolution for prostate segmentation on pelvic CT and MRI images / Payel Ghosh, Melanie Mitchell, James Tanyi, Arthur Hung -- 7. Genetic adaptation of level sets parameters for medical imaging segmentation / Dário Oliveira, Raul Feitosa, Mauro Correia -- 8. Automatic analysis of microscopic images in hematological cytology applications / Gloria Díaz, Antoine Manzanera -- 9. Biomedical microscopic image processing by graphs / Vinh-Thong Ta, Olivier Lézoray, Abderrahim Elmoataz -- 10. Assessment of kidney function using dynamic contrast enhanced MRI techniques / Melih Aslan, Hossam El Munim, Aly Farag, Mohamed El-Ghar
  • 11. Ensemble of neural networks for automated cell phenotype image classification / Loris Nanni, Alessandra Lumini -- 12. Content-based access to medical image collections / Juan Caicedo, Jorge Camargo, Fabio González -- 13. Predicting complex patterns of human movements using Bayesian online learning in medical imaging applications / Francisco Gómez, Fabio Martínez, Eduardo Romero -- 14. Left ventricle segmentation and motion analysis in multislice computerized tomography / Antonio Bravo, Juan Mantilla, José Clemente, Miguel Vera
Control code
ocn707616896
Extent
electronic texts (xix, 370 pages : illustrations)
Form of item
electronic
Isbn
9781605669571
Other control number
10.4018/978-1-60566-956-4
Other physical details
digital files
Reproduction note
Electronic reproduction.
System control number
(OCoLC)707616896
System details
Mode of access: Internet

Library Locations

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