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Radiology Report Summarization

Impressions in a radiology report is a summary that represents the radiologist’s reasoning and conclusion on an imaging study, and it also aids the referring physician in confirming or excluding certain diagnoses.

A cascade of tasks is required to automatically generate abstract impressions of the typical information-rich radiology report.

To explore the cascade structure and explainability of radiology report summarization, we utilize the two-step approach (extractive summarization followed by abstractive summarization) with an additional breakdown of the extractive part into independent tasks such as extraction of salient sentences and keywords.

NLP Insider LIVE: Using NLP to summarize information-rich radiology report

We're excited to chat with Sanjeev Kumar Karn, Senior Research Scientist at Siemens Healthineers. We’ll discuss the interesting topic of how NLP...