Knowledge Graph Construction and Its Application in Automatic Radiology Report Generation from Radiologist's Dictation. (arXiv:2206.06308v2 [cs.CL] UPDATED)

Conventionally, the radiologist prepares the diagnosis notes and shares them
with the transcriptionist. Then the transcriptionist prepares a preliminary
formatted report referring to the notes, and finally, the radiologist reviews
the report, corrects the errors, and signs off. This workflow causes
significant delays and errors in the report. In current research work, we focus
on applications of NLP techniques like Information Extraction (IE) and
domain-specific Knowledge Graph (KG) to automatically generate radiology
reports from radiologist's dictation. This paper focuses on …

application arxiv construction generation graph knowledge knowledge graph radiology report