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Using GPT-4 for LI-RADS feature extraction and categorization with multilingual free-text reports.

Kyowon GuJeong Hyun LeeJaeseung ShinJeong Ah HwangJi Hye MinWoo Kyoung JeongMin Woo LeeKyoung Doo SongSung Hwan Bae
Published in: Liver international : official journal of the International Association for the Study of the Liver (2024)
GPT-4 shows promise in extracting LI-RADS features, yet further refinement of its prompting strategy and advancements in its neural network architecture are crucial for reliable use in processing complex real-world MRI reports.
Keyphrases
  • neural network
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  • adverse drug
  • magnetic resonance imaging
  • contrast enhanced
  • solid state
  • big data
  • smoking cessation
  • machine learning
  • diffusion weighted imaging
  • emergency department
  • deep learning