相关实验视频

Updated: May 6, 2026

Network Pharmacology Prediction and Experimental Validation of Trichosanthes-Fritillaria thunbergii Action Mechanism Against Lung Adenocarcinoma

Network Pharmacology Prediction and Experimental Validation of Trichosanthes-Fritillaria thunbergii Action Mechanism Against Lung Adenocarcinoma

Published on: March 3, 2023

传统中国医学中的机器学习研究趋势:一篇图书统计综述

Jiekee Lim¹, Jieyun Li¹, Mi Zhou¹

¹School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, People's Republic of China.

International journal of general medicine

|November 26, 2024

概括

机器学习 (ML) 正在彻底改变中国传统医学 (TCM) 的诊断和治疗. 图书统计分析显示,TCM的ML应用快速增长,特别是在中国,增强了个性化医疗和质量控制.

科学领域:

综合医学是一个整体的医学.
计算生物学计算生物学
图书统计学图书统计学

背景情况:

传统中医 (TCM) 与现代技术,特别是机器学习 (ML) 的整合,为改善诊断和治疗提供了巨大的潜力.
在推进TCM研究和临床实践方面,ML应用越来越重要.
了解用于TCM的ML的趋势和发展对于其现代化至关重要.

研究的目的:

系统地审查和分析传统中医 (TCM) 中机器学习 (ML) 应用的趋势和发展.
在TCM研究中对ML进行文献计量分析.
确定关键的研究领域,领先的机构,以及在TCM中ML应用的地理分布.

主要方法:

从科学网络核心收藏 (2000-2023) 来源的474份文档的图书统计分析.
使用微软Office Excel,Bibliometrix和VOSviewer进行数据分析和可视化.
确定研究成果趋势,领先的国家,机构和研究热点.

主要成果:

从2000年到2023年,在TCM中ML的研究成果显著增加,中国是主要贡献者.
主要研究领域包括用于TCM诊断的ML,网络药理学和舌头诊断.
化学测量与ML相结合,在TCM产品质量控制和认证中占据着重要地位.

结论:

ML集成正在推进TCM诊断,个性化医疗和质量控制,支持TCM现代化和国际化.
未来的研究应该优先考虑模型解释性,国际合作和标准化报告.
本文献计量分析提供了在TCM研究领域的ML的全面概述.

关键词:

人工智能的人工智能是人工智能.圣经计量资料 (Bibliometric bibliometric bibliometric) 是指参考书目中的资料.机器学习是机器学习.审查审查审查审查审查审查传统的中国医药传统的中国医药.

更多相关视频

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Published on: April 14, 2023

Author Spotlight: Exploring the Mysteries of Sichuan's Herbal Medicine in Chinese Medicine Research

Author Spotlight: Exploring the Mysteries of Sichuan's Herbal Medicine in Chinese Medicine Research

Published on: March 1, 2024

相关概念视频

Issues And Trends In Healthcare Delivery System

Issues And Trends In Healthcare Delivery System

The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...

Overview of Biostatistics in Health Sciences

Overview of Biostatistics in Health Sciences

Biostatistics involves the application of statistical techniques to scientific research in health-related fields, including biology and public health. These techniques are essential for designing studies, collecting data, and analyzing it to draw meaningful conclusions. Given the complexity of biological processes, particularly in studies involving human subjects, biostatistical methods are crucial for effectively organizing and interpreting data that might otherwise obscure underlying patterns...

Statistical Software for Data Analysis and Clinical Trials

Statistical Software for Data Analysis and Clinical Trials

Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...