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Jan, 2024
利用先进自然语言处理和伪标签自动评分临床病人笔记
Automated Scoring of Clinical Patient Notes using Advanced NLP and Pseudo Labeling
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Jingyu Xu, Yifeng Jiang, Bin Yuan, Shulin Li, Tianbo Song
TL;DR
该研究引入了最先进的自然语言处理技术（具体为掩蔽语言建模预训练）和伪标记的方法，以应对临床病历评估的挑战，提高效率和性能，并改变临床病历评估的潜力。
Abstract
clinical patient notes
are critical for documenting patient interactions, diagnoses, and treatment plans in medical practice. Ensuring accurate
evaluation
of these notes is essential for
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