Bayesian network modeling of neural systems with functional MR images

• Main Author: Zheng, Xuebin
• Other Authors: Rajapakse, Jagath Chandana
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• Online Access: https://hdl.handle.net/10356/2585
• Institution: Nanyang Technological University

Neuroscientists have shown increased interest in knowing interactions among brain regions activated during sensory and cognitive tasks. The existing methods of connectivity analysis are confirmatory in the sense that they need a prior connectivity model to begin with. These methods are often under a...