Development of an ensemble of extreme learning machines for 3D medical object segmentation and classification

• 主要作者: Tan, Zu Ming.
• 其他作者: Huang Guangbin
• 格式: Final Year Project
• 語言: English
• 出版: 2012
• 主題: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Medical electronics
• 在線閱讀: http://hdl.handle.net/10356/49569

This report presents a semi-automatic approach to segmentation of liver parenchyma from 3D computed tomography (CT) images. More specifically, liver segmentation is formalized as a pattern recognition problem, where a given voxel is to be assigned a correct label - either a liver or a non-liver clas...