12 search results - page 2 / 3 » Probabilistic Brain Atlas Encoding Using Bayesian Inference |
132
Voted
MICCAI
2007
Springer
16 years 2 months ago
2007
Springer
We present a novel automatic multiscale algorithm applied to segmentation of anatomical structures in brain MRI. The algorithm which is derived from algebraic multigrid, uses a gra...
112
Voted
NIPS
2004
15 years 2 months ago
2004
There is growing evidence from psychophysical and neurophysiological studies that the brain utilizes Bayesian principles for inference and decision making. An important open quest...
155
Voted
UAI
1997
15 years 2 months ago
1997
Bayesian networks provide a modeling language and associated inference algorithm for stochastic domains. They have been successfully applied in a variety of medium-scale applicati...
133
Voted
NIPS
2004
15 years 2 months ago
2004
As animals interact with their environments, they must constantly update estimates about their states. Bayesian models combine prior probabilities, a dynamical model and sensory e...
113
Voted
CMSB
2009
Springer
15 years 7 months ago
2009
Springer
Systems of ordinary differential equations (ODEs) are often used to model the dynamics of complex biological pathways. We construct a discrete state model as a probabilistic appro...