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人工智能在基础医学数据分析中的应用

李璞 秦剑秋 邱洪 胡艳玲

广西医学2025,Vol.47Issue(8):1072-1081,10.
广西医学2025,Vol.47Issue(8):1072-1081,10.DOI:10.11675/j.issn.0253-4304.2025.08.02

人工智能在基础医学数据分析中的应用

Application of artificial intelligence in basic medical data analysis

李璞 1秦剑秋 1邱洪 2胡艳玲2

作者信息

  • 1. 南宁市疾病预防控制中心,广西 南宁市 530023||广西重点传染病防控监测检测重点实验室,广西 南宁市 530023
  • 2. 广西医科大学生命科学研究院,广西 南宁市 530021
  • 折叠

摘要

Abstract

In recent years,the rapid advancement of artificial intelligence technology has led to its increasingly widespread application in basic medical data analysis.Artificial intelligence has undergone a swift evolution from expert rule-based systems to data-driven deep learning and multi-modal models,bringing groundbreaking progress to research fields such as genomics,protein structure prediction,single-cell transcriptomics,biological sequence analysis,and microbiology.However,these technologies also face bottlenecks,including data privacy concerns,resource limitations,and insufficient interpretability.This paper primarily explores the current applications and key methodologies of artificial intelligence in basic medical data analysis,along with the challenges and future development trends.

关键词

人工智能/基础医学/数据分析/模型

Key words

Artificial intelligence/Basic medicine/Data analysis/Model

分类

医药卫生

引用本文复制引用

李璞,秦剑秋,邱洪,胡艳玲..人工智能在基础医学数据分析中的应用[J].广西医学,2025,47(8):1072-1081,10.

基金项目

国家重点研发计划(2023YFC2605400) (2023YFC2605400)

广西医学

0253-4304

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