Batch and online variational learning of hierarchical Dirichlet process mixtures of multivariate Beta distributions in medical applications
Batch and online variational learning of hierarchical Dirichlet process mixtures of multivariate Beta distributions in medical applications
Narges Manouchehri,N. Bouguila,Wentao Fan
2021 · DOI: 10.1007/s10044-021-01023-6
Pattern Analysis and Applications · 10 Citations
TLDR
A novel clustering method based on hierarchical Dirichlet process mixtures of multivariate Beta distributions is proposed, which is evaluated on three medical real applications, namely oropharyngeal carcinoma diagnosis, osteosarcoma analysis, and white blood cell counting.