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Updated: Jan 14, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
12:18

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高准确度参数高效微调,用于联合识别和将诊断与非标准初级保健笔记中的ICD-10联系起来

Cristian Estupiñán-Ojeda1, Raúl J Sandomingo-Freire2, Lluís Padró2

  • 1SIANI, University of Las Palmas de Gran Canaria, Las Palmas de Gran Canaria 35017, Spain.

JAMIA open
|October 20, 2025
PubMed
概括

参数效率微调 (PEFT) 方法,特别是QLoRA,为联合实体认可和ICD-10在临床笔记中的链接提供了一种资源意识的方法. 这些技术实现了接近完全微调的性能,显著减少了可训练参数和内存使用.

关键词:
ICD-10 代码中的 ICD-10 代码.联合实体的认可和联系.自然语言处理自然语言处理.具有参数效率的微调.

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