Q: When coding neoplasms, I have always waited to receive the pathology report to report a diagnosis on the UB-04. I was taught to wait because the proper diagnosis of the neoplasm and the size of the ...

We analyzed 21,364 pathology reports from 10,823 patients documented between 2013 and 2025 at a large German hospital. Five LLMs were evaluated: Llama-3.3-70B-Instruct, DeepSeek-R1-Distill-Llama (8B ...

Ambience Healthcare rolled out an ICD-10 clinical document integrity assistant for inpatient care, aiming to help hospitalists document more accurate clinical notes and reduce billing and coding ...

We created an annotated corpus of tumor morphology and topography mentions consisting of 1,101 documents. We combined it with the CANTEMIST corpus (Cancer Text Mining Shared Task). Specifically, we ...

The clash between payers and providers over AI-driven coding is intensifying, with insurers arguing that documentation tools are inflating reimbursement without corresponding care.