Mixture of Input-Output Hidden Markov Models for Heterogeneous Disease Progression Modeling

Taha Ceritli, Andrew P. Creagh, David A. Clifton

A particular challenge for disease progression modeling is the heterogeneity of a disease and its manifestations in the patients. Existing approaches often assume the presence of a…