全球关于人工智能在头癌症的研究趋势:一个图书统计分析
Yuri Silvestre-Barbosa1, Vitória Tavares Castro1, Larissa Di Carvalho Melo1
1University of Brasilia, Laboratory of Oral Histopathology, School of Health Sciences, Brasília, Brazil.
概括
自2016年以来,头癌 (HNC) 研究中的人工智能 (AI) 激增,放射学和深度学习占主导地位. 高收入国家领先于出版物,突出全球研究差异.
科学领域:
- 图书统计学 图书统计学
- 人工智能的人工智能
- 头部和部癌症研究研究
背景情况:
- 人工智能 (AI) 和头癌 (HNC) 的交集是一个快速发展的领域.
- 了解人工智能在HNC研究中的风景对于未来的进步至关重要.
研究的目的:
- 对有关人工智能 (AI) 和头癌 (HNC) 的科学出版物进行文献分析.
- 确定AI-HNC研究中的关键趋势,有影响力的作品和研究差异.
主要方法:
- 通过使用Web of Science核心集合,对与AI相关的HNC文章进行了全面的搜索.
- 数据的合成和分析是使用VosViewer和R Studio的Biblioshiny/Bibiometrix进行的.
- 检查了包括来源,作者,归属,国家,引用,关键词和趋势主题在内的关键图书统计指标.
主要成果:
- 分析了1995年至2024年间发表的1019篇论文.
- 自2016年以来,研究成果的年增长率为94.4%,显著增长.
- 放射学,特别是用于细分的深度学习,是最常被引用的专业. 放射学和放射治疗成为了关键的研究集群. 高收入国家主导着出版业.
结论:
- 人工智能在HNC研究中的采用在2016年后加速,高收入国家与低收入/中等收入国家贡献的显著不平衡.
- 临床验证和标准化对于将AI整合到HNC管理中至关重要,尤其是在代表性不足的地区.
相关概念视频
Cancer Therapies
8.5K
Cancer therapies are various modes of treatment, such as surgery, radiation therapy, and chemotherapy that are administered to cancer patients.
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
However, cancer treatments can pose several challenges, as therapies used to kill cancer cells are generally also toxic to normal cells. Moreover, cancer cells mutate rapidly and can develop resistance to chemical agents or radiation therapy. Besides, all types of cancer cells may not respond to the same therapy. Some cancer cells respond to one...
8.5K
Targeted Cancer Therapies
7.0K
The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against...
There are several types of targeted therapies against...
7.0K
Current Trends in Nursing II
2.0K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
2.0K
Issues And Trends In Healthcare Delivery System
6.5K
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...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.5K


