عنوان

Biomedical image analysis and machine learning technologies : applications and techniques

Biomedical image analysis and machine learning technologies : applications and techniques

Hershey

Medical Information Science Reference

2010

xix, 370 p. : ill. ; 29 cm.

Includes bibliographical references and index

]edited by[ Fabio A. Gonzalez, Eduardo Romero

1

From biomedical image analysis to biomedical image understanding using machine learning / Eduardo Romero, Fabio Gonzalez -- Computer-aided detection and diagnosis of breast cancer using machine learning, texture and shape features / Geraldo Braz Junior ... ]et al.[ -- Machine learning for automated polyp detection in computed tomography colonography / Abhilash Alexander Miranda, Olivier Caelen, Gianluca Bontempi -- Variational approach based image pre-processing techniques for virtual colonoscopy / Dongqing Chen ... ]et al.[ -- Machine learning for brain image segmentation / Jonathan Morra ... ]et al.[ -- A genetic algorithm-based level set curve evolution for prostate segmentation on pelvic CT and MRI images / Payel Ghosh ... ]et al.[ -- Genetic adaptation of level sets parameters for medical imaging segmentation / Dario A.B. Oliveira, Raul Q. Feitosa, Mauro M. Correia --From biomedical image analysis to biomedical image understanding using machine learning / Eduardo Romero, Fabio Gonzalez -- Computer-aided detection and diagnosis of breast cancer using machine learning, texture and shape features / Geraldo Braz Junior ... ]et al.[ -- Machine learning for automated polyp detection in computed tomography colonography / Abhilash Alexander Miranda, Olivier Caelen, Gianluca Bontempi -- Variational approach based image pre-processing techniques for virtual colonoscopy / Dongqing Chen ... ]et al.[ -- Machine learning for brain image segmentation / Jonathan Morra ... ]et al.[ -- A genetic algorithm-based level set curve evolution for prostate segmentation on pelvic CT and MRI images / Payel Ghosh ... ]et al.[ -- Genetic adaptation of level sets parameters for medical imaging segmentation / Dario A.B. Oliveira, Raul Q. Feitosa, Mauro M. Correia --

Digital techniques ، Diagnostic imaging

، Image analysis

، Machine learning

methods ، Image Interpretation, Computer-Assisted

، Artificial Intelligence

TI

AU Gonzalez, Fabio A 1970-

AU Romero, Eduardo 1963-