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cs.CL2026
RadAnnotate: Large Language Models for Efficient and Reliable Radiology Report Annotation
Saisha Pradeep Shetty, Roger Eric Goldman, Vladimir Filkov
Radiology report annotation is essential for clinical NLP, yet manual labeling is slow and costly. We present RadAnnotate, an LLM-based framework that studies retrieval-augmented s…
cs.CL2026
Intelligent Documentation in Medical Education: Can AI Replace Manual Case Logging?
Nafiz Imtiaz Khan, Kylie Cleland, Vladimir Filkov +1
Procedural case logs are a core requirement in radiology training, yet they are time-consuming to complete and prone to inconsistency when authored manually. This study investigate…