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

• Main Author: Tan, Zu Ming.
• Other Authors: Huang Guangbin
• Format: Final Year Project
• Language: English
• Published: 2012
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Medical electronics
• Online Access: http://hdl.handle.net/10356/49569
• Institution: Nanyang Technological University

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...