• In the context of complex rare disease, both diagnoses and subtyping are challenging tasks. • Patient similarity with deep phenotyping from various data sources, including EHRs and research data, can help precise diagnosis and better subtyping. • Combination of multiple modalities of clinical data (narratives and quantitative data) can achieve better performance of phenotyping.
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