Infinite von Mises-Fisher Mixture Modeling of Whole Brain fMRI Data

Keyphrases

• Functional Magnetic Resonance Imaging 100%
• Whole Brain 100%
• Mixture Modeling 100%
• Von Mises-Fisher Mixtures 100%
• Gaussian Mixture Model 50%
• Mixture Model 33%
• Directional Statistics 33%
• Healthy Adults 16%
• Cluster Analysis 16%
• Resting-state Functional Magnetic Resonance Imaging (rs-fMRI) 16%
• Model Selection 16%
• Model Assumptions 16%
• Number of Components 16%
• Adult Subjects 16%
• Synthetic Data 16%
• Brain Resting State 16%
• Computational Challenges 16%
• Overfitting 16%
• Optimal number 16%
• Gaussian Mixture 16%
• Statistical Pattern 16%
• Hypersphere 16%
• Monte Carlo (MC) Simulation 16%
• Brain Segmentation 16%
• Efficient Inference 16%
• Spherical Manifold 16%
• Von Mises-Fisher Distribution 16%
• Fishery Model 16%
• Inference Methods 16%
• Unit Hypersphere 16%

Mathematics

• Magnetic Resonance Imaging 100%
• Gaussian Mixture Model 50%
• Gaussian Distribution 33%
• Mixture Model 33%
• Directional Statistics 33%
• Hypersphere 33%
• Bayesian 16%
• Markov Chain Monte Carlo 16%
• Synthetic Data 16%
• Model Selection 16%
• Manifold 16%
• Cluster Analysis 16%
• Optimal Number 16%
• Inference Procedure 16%

Computer Science

• Gaussian Mixture Model 100%
• Functional Unit 33%
• Cluster Analysis 33%
• markov chain monte-carlo 33%
• Synthetic Data 33%
• Functional State 33%