通过数字舌头图像分析来评估内脏状况
Siu Cheong Ho1, Yiliang Chen1, Yao Jie Xie1
1School of Nursing, The Hong Kong Polytechnic University, Hong Kong, China.
Frontiers in artificial intelligence
|January 21, 2025
概括
这项研究引入了传统中医 (TCM) 舌头诊断的自动化系统,使用人工智能分析舌头图像以评估内脏健康. 人工智能精确地将舌头区域与特定器官状况相关联,使古代诊断实践现代化.
科学领域:
- 计算医学是一种计算医学.
- 医疗保健中的人工智能
- 传统中国医学 诊断 诊断 诊断
背景情况:
- 传统中医 (TCM) 使用舌头诊断来评估内部器官的健康状况.
- 现有的诊断方法缺乏自动化和客观量化.
- 需要将TCM原则与现代技术相结合,以提高准确性.
研究的目的:
- 开发一种基于TCM的五个内脏 (心脏,肝脏,脏,肺,脏) 的舌头图像分析自动化系统.
- 创建一种新的算法,将舌头图像分成特定器官的区域.
- 建立和利用一个专门的神经网络 (OrganNet) 来分析这些区域.
主要方法:
- 基于TCM原则开发一种新的舌头图像分区算法.
- 创建OrganNet,一个专门的神经网络用于器官特异性特征分析.
- 编制一个全面的舌头图像数据集,用于五种内脏模式评估.
主要成果:
- 拟议的舌头图像分区算法有效地将舌头划分为TCM定义的器官区域.
- 组织网络在分析分隔的舌头区域以评估内脏状况方面表现出有效性.
- 在特定的舌头区域和内脏模式之间确定了准确的相关性.
结论:
- 开发的自动化系统成功地将TCM舌头诊断与现代机器学习相结合.
- 这种方法有可能提高TCM和传统医学的诊断准确性和效率.
- 该研究验证了人工智能的整合,用于客观评估TCM诊断指标.
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