提取医疗研究的时空趋势 通过自然语言处理对病例报告进行优先考虑 摘要
Lean Franzl Lim Yao1, Kongmeng Liew1, Shoko Wakamiya1
1Nara Institute of Science and Technology, Japan.
Studies in health technology and informatics
|January 25, 2024
概括
这项研究引入了一个系统,通过地点和时间跟踪医学研究趋势. 它有助于识别受欢迎和被忽视的研究领域,以改善决策和协作.
科学领域:
- 医学研究 医学研究
- 医疗信息学 医疗信息学
- 图书统计学 图书统计学
背景情况:
- 医疗研究优先级对研究人员和利益相关者进行决策至关重要.
- 越来越多的技术和数据为研究重点和国际合作创造了复杂的选择.
- 了解时空趋势对于确定受欢迎和被忽视的研究领域以及国家优先事项至关重要.
研究的目的:
- 开发一个收集,分类和总结案例报告摘要的系统.
- 为了使医学研究优先级趋势的可视化和监测.
- 根据地点,时间和疾病类别提供对研究重点的见解.
主要方法:
- 开发了一个系统来处理案例报告摘要.
- 数据根据位置,时间和疾病类别进行分类.
- 使用机密数据进行了趋势分析.
主要成果:
- 该系统成功地收集,分类和总结了摘要.
- 已启用按位置,时间和疾病类别对趋势的可视化.
- 产生了对研究优先级模式的洞察力.
结论:
- 开发的系统有助于理解医学研究优先级.
- 它支持对研究资助和合作的知情决策.
- 监测时空趋势为全球研究格局提供了宝贵的见解.
更多相关视频
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
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...
5.6K
Current Trends in Nursing II
1.2K
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,...
1.2K
Genomics
36.3K
Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
36.3K
Targeted Cancer Therapies
7.6K
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...
7.6K
Combination Therapies and Personalized Medicine
4.9K
Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
4.9K
Methods of Documentation VI: Case Management Model
573
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
573


