Biomedical image analysis and machine learning technologies
Subtitle: applications and techniques
By: [edited by] Fabio A. González, Eduardo Romero.
Contributors: Gonzalez, Fabio A., 1970-; Romero, Eduardo, 1963-
Publisher: Medical Information Science Reference
Published: 2010
Place of publication: Hershey, PA
Language: eng
Number of pages: 370
ISBN-13: 9781605669564
Subjects: Diagnostic imaging -- Digital techniques; Image analysis; Machine learning; Image Interpretation, Computer-Assisted -- methods; Artificial Intelligence
Description: "This book provides a panorama of the current boundary between biomedical complexity coming from the medical image context"--Provided by publisher.
Notes: Includes bibliographical references and index.
Table of contents: title: From biomedical image analysis to biomedical image understanding using machine learning / Eduardo Romero, Fabio González; title: Computer-aided detection and diagnosis of breast cancer using machine learning, texture and shape features / Geraldo Braz Júnior ... [et al.]; title: Machine learning for automated polyp detection in computed tomography colonography / Abhilash Alexander Miranda, Olivier Caelen, Gianluca Bontempi; title: Variational approach based image pre-processing techniques for virtual colonoscopy / Dongqing Chen ... [et al.]; title: Machine learning for brain image segmentation / Jonathan Morra ... [et al.]; title: A genetic algorithm-based level set curve evolution for prostate segmentation on pelvic CT and MRI images / Payel Ghosh ... [et al.]; title: Genetic adaptation of level sets parameters for medical imaging segmentation / Dário A.B. Oliveira, Raul Q. Feitosa, Mauro M. Correia; title: Automatic analysis of microscopic images in hematological cytology applications / Gloria Díaz, Antoine Manzanera; title: Biomedical microscopic image processing by graphs / Vinh-Thong Ta, Olivier Lézoray, and Abderrahim Elmoataz; title: Assessment of kidney function using dynamic contrast enhanced MRI techniques / Melih S. Aslan ... [et al.]; title: Ensemble of neural networks for automated cell phenotype image classification / Loris Nanni, Alessandra Lumini; title: Content-based access to medical image collections / Juan C. Caicedo, Jorge E. Camargo, Fabio A. González; title: Predicting complex patterns of human movements using bayesian online learning in medical imaging applications / Francisco Gómez, Fabio Martínez, Eduardo Romero; title: Left ventricle segmentation and motion analysis in multislice computerized tomography / Antonio Bravo ... [et al.].