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相关概念视频

Issues And Trends In Healthcare Delivery System01:29

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...
Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Nursing Clinical Information System01:27

Nursing Clinical Information System

Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Drug Regulation01:25

Drug Regulation

Drug regulation encompasses the management of drug usage by evaluating its safety and efficacy through assessments conducted by regulatory authorities. Regrettably, the history of drug regulation is marred by several catastrophic events. One such incident is the Elixir Sulfanilamide tragedy, in which the toxic compound diethyl glycol was included in a sweet-tasting medication, leading to numerous fatalities. This event prompted the enactment of the Food, Drug, and Cosmetic Act in 1938. Under...
Drug Control Governance: Regulatory Bodies and Their Impact01:03

Drug Control Governance: Regulatory Bodies and Their Impact

Drug control governance involves the oversight and regulation of pharmaceuticals to ensure their safety and efficacy while preventing illegal drug use and trafficking. Regulatory bodies, including the US Food and Drug Administration (FDA) and the European Union's European Medicines Agency (EMA), play a central role in this process. These agencies evaluate the safety and efficacy of drugs before they can be marketed. They fund clinical trials and assess the benefits and risks associated with a...
Impact of Pharmacokinetic–Pharmacodynamic Models: Regulatory Decisions01:15

Impact of Pharmacokinetic–Pharmacodynamic Models: Regulatory Decisions

PK–PD modeling has significantly influenced FDA regulatory decisions, particularly drug approval, dosage optimization, and labeling. These models integrate pharmacokinetics (PK) and pharmacodynamics (PD) to predict drug behavior and effects, aiding in optimizing dosing regimens and enhancing the probability of clinical trial success.One notable example is Nesiritide (Natrecor®), a recombinant human brain natriuretic peptide for treating acute decompensated congestive heart failure (CHF).

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相关实验视频

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Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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基于算法的临床决策支持:不断变化的监管格局和当地监管的最佳实践

Anthony L Lin1, Amanda B Parrish2, Michael Cary3

  • 11Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA.

Annual review of biomedical data science
|April 21, 2025
PubMed
概括

人工智能 (AI) 支持的临床决策支持 (CDS) 在医疗保健领域提供了越来越大的潜力. 本审查指导实施者和监管者安全,有效和公平地使用AI-CDS,涵盖法规,治理和最佳实践.

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科学领域:

  • 医疗保健技术 医疗保健技术 医疗保健技术
  • 临床信息学是一种临床信息学.
  • 医学中的人工智能

背景情况:

  • 基于算法的临床决策支持 (CDS) 系统在医疗保健中越来越普遍.
  • 集成人工智能支持的CDS为临床医生,患者和卫生系统带来了新的机遇和挑战.
  • 目前AI-CDS的实施和监管框架仍在不断发展.

研究的目的:

  • 为支持人工智能的CDS提供监管和治理格局的全面概述.
  • 概述CDS系统的实施,评估和监测的最佳实践.
  • 在AI-CDS部署中解决有关安全和公平的关键问题.

主要方法:

  • 审查影响基于算法的CDS的关键监管决策.
  • 对监督CDS系统的现代治理框架的分析.
  • 探索整个CDS生命周期的评估和监测策略.

主要成果:

  • 确定关键的监管先例和不断变化的治理模式.
  • 讨论对CDS评估和现实世界实施的细微方法.
  • 强调AI-CDS的基本安全和公平考虑.

结论:

  • 有效,安全和公平地实施支持人工智能的CDS需要仔细导航监管和治理结构.
  • 持续的评估,监测以及对安全和公平的关注对于成功的AI-CDS集成至关重要.
  • 在AI-CDS中,未来的创新需要利益相关者之间的持续合作.