NPCNet is a deep clustering model that converts EHR data to pseudo texts and uses a navigator module to align sepsis phenotypes with clinical knowledge.
Deep k-means: Jointly clus- tering with k-means and learning representations,
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NPCNet: Navigator-Driven Pseudo Text for Deep Clustering of Early Sepsis Phenotyping
NPCNet is a deep clustering model that converts EHR data to pseudo texts and uses a navigator module to align sepsis phenotypes with clinical knowledge.