Before revision:  MUPOD is designed to simultaneously analyze multiple types of healthcare data streams, such as medications and diagnoses, by finding the attentions within and across these data streams.
After revision:  MUPOD is designed to simultaneously analyze multiple types of healthcare data streams, such as medications and diagnoses, by attending to segments within and across these data streams.