2 papers
cs.CL2026
Transfer Learning for FHIR Questionnaire Terminology Binding
Maxim Gorshkov
Electronic prior authorization workflows require FHIR Questionnaire items to carry LOINC codes, yet most items in the HL7 Da Vinci CDS-Library lack these bindings. We treat this as…
cs.IR2026
Offline RL for Adaptive Policy Retrieval in Prior Authorization
Ruslan Sharifullin, Maxim Gorshkov, Hannah Clay
Prior authorization (PA) requires interpretation of complex and fragmented coverage policies, yet existing retrieval-augmented systems rely on static top- strategies with fixed…