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

Kyowon Gu Jeong 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
ion batteries
adverse drug
magnetic resonance imaging
contrast enhanced
solid state
smoking cessation
big data
machine learning
diffusion weighted imaging
emergency department
artificial intelligence