3 papers
cs.CL2026
EHRSummarizer: A Privacy-Aware, FHIR-Native Reference Architecture for Source-Grounded EHR Summarization
Houman Kazemzadeh, Nima Minaifar, Kamyar Naderi +1
Clinicians routinely navigate fragmented electronic health record (EHR) interfaces to assemble a coherent picture of a patient's problems, medications, recent encounters, and longi…
cs.CL2026
Evidence-Linked Radiology Reporting: A Human-Supervised Reference Architecture for Structured Imaging Intelligence
Houman Kazemzadeh, Kamyar Naderi
Radiology reports remain the primary mechanism by which imaging findings are communicated to clinical teams. However, much of the structured information behind these reports, inclu…
cs.CL2026
DrugRAG: Enhancing Pharmacy LLM Performance Through A Novel Retrieval-Augmented Generation Pipeline
Houman Kazemzadeh, Kiarash Mokhtari Dizaji, Seyed Reza Tavakoli +12
In our study, we evaluated large language model (LLM) performance on pharmacy licensure-style question-answering tasks and developed an external knowledge integration method to imp…