人工智能研究在肝癌中的趋势图书法分析分析
Tingxuan Zhang1, Youhui Zheng, Chi Zhang
1Affiliated Hospital of Qinghai University, Xining, China.
Medicine
|January 7, 2026
概括
肝癌研究中的人工智能 (AI) 正在快速发展,在诊断和预测方面具有关键应用. 本文献分析强调了人工智能在肝癌中的当前趋势和未来方向.
科学领域:
- 医疗信息学 医疗信息学
- 在瘤学瘤学.
- 人工智能的人工智能
背景情况:
- 肝癌呈现复杂的病原和不良预后,需要早期诊断和转移监测.
- 医疗技术的进步为肝癌研究带来了挑战和机遇.
- 人工智能 (AI) 正在成为应对这些挑战的关键工具.
研究的目的:
- 探索人工智能在肝癌诊断和治疗中的进展,热门话题和未来趋势.
- 为研究人员和从业人员提供关于人工智能在肝脏疾病中的综合文献统计报告.
主要方法:
- 对2005-2024年人工智能相关的肝癌文献进行了图书统计分析.
- 利用了科学网络核心集合数据库.
- 使用VOSviewer,Citespace和RStudio进行文献计量分析和知识地图构建.
主要成果:
- 对2922篇论文的分析显示,中国是主要的出版商,而美国显示出显著的影响 (最高的h指数,总引用量).
- 关键研究热点包括分类,诊断,生存和预测,计算机断层扫描是最常见的数据类型.
- 顶级机构包括加利福尼亚大学系统,哈佛大学和伦敦大学.
结论:
- 人工智能对肝癌的研究尚处于早期阶段,但显示出显著的增长潜力.
- 人工智能在肝癌诊断,治疗和预防中的应用正在迅速扩大.
- 这项研究确定了潜在的研究方向和热点,用于未来的AI开发肝癌.
相关概念视频
Targeted Cancer Therapies
8.6K
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...
8.6K
Liver Regeneration
4.2K
The liver is an important organ in vertebrates that plays an essential role in metabolism. It is also responsible for storing and redistributing nutrients such as carbohydrates, fats, and vitamins in the body. Additionally, the liver releases bile salts which are critical for digesting food and eliminating toxic metabolites from the body.
Cells of Liver
The liver comprises four major types of cells— hepatocytes, stellate, Kupffer, and sinusoidal endothelial cells. The hepatocytes are...
Cells of Liver
The liver comprises four major types of cells— hepatocytes, stellate, Kupffer, and sinusoidal endothelial cells. The hepatocytes are...
4.2K
Cancer Therapies
9.8K
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...
9.8K
Diseases of the Liver and Gallbladder
1.8K
Liver and gallbladder diseases are a significant health concern, with prominent conditions including cirrhosis, hepatitis, non-alcoholic fatty liver disease (NAFLD), and gallstones. Jaundice is a common manifestation of liver and biliary disease.
Cirrhosis is characterized by the scarring of hepatic lobules in the liver, which are replaced by fibrous tissue, affecting the liver's normal functioning. NAFLD, on the other hand, is caused by an excessive build-up of fat in the liver, not...
Cirrhosis is characterized by the scarring of hepatic lobules in the liver, which are replaced by fibrous tissue, affecting the liver's normal functioning. NAFLD, on the other hand, is caused by an excessive build-up of fat in the liver, not...
1.8K


