Efficient structured reporting in radiology using an intelligent dialogue system based on speech recognition and natural language processing

Abstract

Key points 1. We developed an NLP-based reporting tool that converts free text into structured reports. 2. The reporting tool sends visual feedback if relevant findings are missed. 3. Testing with text samples and original free-text reports revealed excellent NLP recognition. 4. The reporting tool successfully enables the integration of speech into structured reporting.

Keywords

• Structured reporting
• Natural language processing
• Speech recognition
• Dialogue system