AI-MASLD Metabolic Dysfunction and Information Steatosis of Large Language Models in Unstructured Clinical Narratives

By: Yuan Shen, Xiaojun Wu, Linghua Yu

Published: 2025-12-15

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Abstract

This study investigates the application of Large Language Models (LLMs) to analyze unstructured clinical narratives for identifying Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) and information steatosis, providing insights into real-world medical data analysis with direct clinical relevance.

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AI-MASLD Metabolic Dysfunction and Information Steatosis of Large Language Models in Unstructured Clinical Narratives | ArXiv Intelligence