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Cluster analysis is a method widely used to recognize subtypes in heterogeneous condition communities. The medical data utilized in such applications are generally multimodal, that make the application of conventional cluster analysis methods challenging. Objective this research aimed to examine the research literary works from the application of clustering multimodal clinical data to identify asthma subtypes. We evaluated typical issues and shortcomings within the applica