tailieunhanh - Handbook of Biomedical Image Analysis - Volume II: Segmentation Models Part B

In Chapter 1 we present in detail a framework for fully automated brain tissue classification. The framework consists of a sequence of fully automated state of the art image registration (both rigid and nonrigid) and image segmentation algorithms. Models of the spatial distribution of brain tissues are combined with models of expected tissue intensities, including correction of MR bias fields and estimation of partial voluming. We also demonstrate how this framework can be applied in the presence of lesions | Handbook of Biomedical Image Analysis Volume II Segmentation Models Part B Jasjit s. Suri David L. Wilson Swamy Laxminarayan Handbook of Biomedical Image Analysis TOPICS IN BIOMEDICAL ENGINEERING INTERNATIONAL BOOK SERIES Series Editor Evangelia Micheli-Tzanakou Rutgers University Piscataway New Jersey Signals and Systems in Biomedical Engineering Signal Processing and Physiological Systems Modeling Suresh R. Devasahayam Models of the Visual System Edited by George K. Hung and Kenneth J. Ciuffreda PDE and Level Sets Algorithmic Approaches to Static and Motion Imagery Edited by Jasjit S. Suri and Swamy Laxminarayan Frontiers in Biomedical Engineering Proceedings of the World Congress for Chinese Biomedical Engineers Edited by Ned . Hwang and Savio L-Y. Woo Handbook of Biomedical Image Analysis Volume I Segmentation Models Part A Edited by Jasjit S. Suri David L. Wilson and Swamy Laxminarayan Handbook of Biomedical Image Analysis Volume II Segmentation Models Part B Edited by Jasjit S. Suri David L. Wilson and Swamy Laxminarayan Handbook of Biomedical Image Analysis Volume III Registration Models Edited by Jasjit S. Suri David L. Wilson and Swamy Laxminarayan A Continuation Order Plan is available for this series. A continuation order will bring delivery of each new volume immediately upon publication. Volumes are billed only upon actual shipment. For further information please contact the publisher. .