Principles and Applications of Medical Image Processing

Principles and Applications of Medical Image Processing

Reconstruction of Cortical Surface in Magnetic Resonance Images

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This book presents a novel system for the automated Reconstruction of cortical surfaces from T1-weighted magnetic resonance images. At the core of system is a unified Reeb analysis framework for the detection and removal of geometric and topological outliers on tissue boundaries. Using intrinsic Reeb analysis, the system can pin point the location of spurious branches and topological outliers, and rectify them with localized filtering using information from both image intensity distributions and geometric regularity. This system develops an enhanced tissue classification with Hessian features ...