Büsser et al. introduce the Disease-Specific Medical Ontology Learning (DiSMOL) framework, enhancing disease representation through clinical notes. Applied to insomnia, DiSMOL improves the identification of daytime impairment, raising sensitivity from 17% to 98% and revealing medication impacts overlooked by traditional ICD-10 codes.
- Alexander J. Büsser
- Renato Durrer
- William V. McCall
