Papanastasiou et al. develop a deep learning-based method to identify combined immunodeficiencies (CID) and common variable immunodeficiencies (CVID) from large-scale electronic health record data. Distinctive combinations of antecedent phenotypes associated with CID/CVID are identified that could improve early diagnosis.
- Giorgos Papanastasiou
- Guang Yang
- Donna Palumbo