计算机辅助方法用于预防,检测和提供服务的Covid-19防治方法
Bahareh Rezazadeh1, Parvaneh Asghari2, Amir Masoud Rahmani3
1Computer Engineering Department, Science and Research Branch, Islamic Azad University, Tehran, Iran.
Neural computing & applications
|June 5, 2023
概括
计算机辅助方法,包括人工智能 (AI),对于管理COVID-19大流行至关重要. 这项调查探讨了用于疾病预防,检测和医疗保健服务的AI,机器学习和深度学习应用.
科学领域:
- 计算机科学 计算机科学
- 公共卫生 公共卫生
- 人工智能的人工智能
背景情况:
- 自2019年以来,COVID-19大流行已经造成了前所未有的全球破坏.
- 国家应对措施因资源和基础设施而异.
- 有效的流行病控制需要智能,自动化的医疗保健系统.
研究的目的:
- 调查用于打击COVID-19的基于计算机的策略.
- 分析预防,检测和提供服务的方法.
- 提供技术分类,并确定未来的研究方向.
主要方法:
- 审查利用人工智能,机器学习和深度学习的计算机辅助方法.
- 对物联网 (IoT) 和雾云计算应用程序的分析.
- 当前方法的分类和技术分类法.
主要成果:
- 从最初的封锁转向先进的计算机辅助监测和治疗.
- 整合人工智能,物联网和雾云计算用于医疗保健服务.
- 确定预防和检测疾病的关键方法.
结论:
- 基于计算机的方法对于现代的流行病管理至关重要.
- 人工智能,机器学习和深度学习为COVID-19应对提供了强大的工具.
- 需要进一步的研究来解决智能医疗保健系统中的未解决的问题.
相关概念视频
Preventive Healthcare Services
1.1K
Preventive healthcare services keep people healthy via frequent check-ups, screening, and counseling. They primarily aid in disease prevention rather than treating an acute or chronic illness. Preventive treatment also keeps individuals productive and energetic, allowing them to work well into their retirement years. Examples of preventive care services include:
1.1K
Healthcare Associated Infections II: Preventive Measures
2.7K
Essential infection prevention measures are based on the knowledge of the infection chain, the modes of transmission in healthcare settings, and the use of the best practices in all healthcare settings. Compulsory public reporting of healthcare-associated infection rates is needed to allow individuals and the community to make informed choices regarding selecting a healthcare facility.
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
2.7K
Standard Precaution
2.0K
Standard precautions are the minimum infection control safeguards used while caring for all patients, irrespective of their disease condition. They help prevent the spread of common infectious microorganisms to healthcare workers, patients, and visitors in all healthcare settings.
Hand hygiene is the most crucial means to prevent the transmission of disease. Employers are legally required to provide their workers with personal protective equipment (PPE) to minimize exposure or contact with...
Hand hygiene is the most crucial means to prevent the transmission of disease. Employers are legally required to provide their workers with personal protective equipment (PPE) to minimize exposure or contact with...
2.0K
Steps in Outbreak Investigation
155
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
155
Issues And Trends In Healthcare Delivery System
5.7K
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...
5.7K
Principles of Disease Surveillance
136
Disease surveillance is the systematic collection, analysis, and interpretation of health data essential to the planning, implementation, and evaluation of public health practice. This process integrates data dissemination to entities responsible for preventing and controlling disease, injury, and disability. Surveillance systems provide crucial information for action, helping public health authorities make informed decisions to manage and prevent outbreaks, ensure public safety, optimize...
136


