MedPromptExtract (Medical Data Extraction Tool) - Audio Podcast

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"MedPromptExtract (Medical Data Extraction Tool): Anonymization and Hi-fidelity Automated data extraction using NLP and prompt engineering"

Aims to accelerate medical record digitization in low- and middle-income countries

🤖 Extracts data:

• Regular fields: NLP
• Free-flowing text: Prompt Engineering + LLM

🏥 Tested on Acute Kidney Injury (AKI) patients' DS from Kokilaben Dhirubhai Ambani Hospital

🎯 Extracted 12 AKI-related features

✅ LLM responses validated against clinician annotations

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