NOBIAS: Analyzing Anomalous Diffusion in Single-Molecule Tracks With Nonparametric Bayesian Inference.
Ziyuan ChenLaurent GeffroyJulie S. BiteenPublished in: Frontiers Bioinform. (2021)
Keyphrases
- bayesian inference
- hierarchical bayesian
- statistical inference
- probabilistic model
- prior information
- hyperparameters
- bayesian model
- variational bayes
- probabilistic modeling
- variational inference
- prior distribution
- bayesian models
- anisotropic diffusion
- diffusion process
- anomaly detection
- machine learning
- weighted model counting
- hidden variables
- gibbs sampler