Fig. 7: Patient-level embedding visualization for severe asthma. | npj Digital Medicine

Fig. 7: Patient-level embedding visualization for severe asthma.

From: A weakly supervised transformer for rare disease diagnosis and subphenotyping from EHRs with pulmonary case studies

Fig. 7: Patient-level embedding visualization for severe asthma.

t-SNE plots compare the separability of patients using a TF-IDF embeddings and b WEST embeddings. Each blue circle represents a confirmed severe asthma-negative patient and each red circle a confirmed severe asthma-positive patient. WEST embeddings show clearer separation between disease states.

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