从理论到实践:在药学中评估人工智能
Steven M Smoke1, Alice Hou2, Scott D Nelson2
1RWJBarnabas Health, West Orange, NJ, USA.
药剂师必须了解人工智能 (AI) 模型评估, 以改善患者护理和药房运营. 这份指南有助于药剂师批判性地评估人工智能研究和有效整合的指标.
科学领域:
- 药房实践
- 医疗信息学
- 医疗保健中的人工智能
背景情况:
- 人工智能 (AI) 在医疗保健领域越来越重要,尤其是在药学领域.
- 药剂师需要技能来评估人工智能模型和研究的有效实施.
- 了解人工智能评估是利用其在药学中的潜力的关键.
研究的目的:
- 为药剂师提供评估人工智能模型和研究的指南.
- 强调对人工智能定义,数据,人群和培训过程的批判性评估.
- 讨论人工智能在医疗保健中的常见性能指标.
主要方法:
- 对药房实践相关的AI模型评估原则的审查.
- 讨论评估人工智能研究的关键组成部分,包括数据质量和验证.
- 在人工智能研究中使用的标准性能指标的解释.
主要成果:
- 药剂师可以通过了解核心原则来有效评估人工智能模型.
- 人工智能研究的批判性评估确保了负责任和有效的技术整合.
- 对人工智能评估指标的了解有助于做出明智的决策.
结论:
- 人工智能有很大的潜力改变药房实践和患者护理.
- 让药剂师具备人工智能评估技能对于负责任的实施至关重要.
- 人工智能整合的整体方法可以提高患者护理和运营效率.
更多相关视频
05:33Introduction of an Integrated Pathology Image Management, Artificial Intelligence, and Reporting System
Published on: July 11, 2025
08:47Experimental Quantification of Interactions Between Drug Delivery Systems and Cells In Vitro: A Guide for Preclinical Nanomedicine Evaluation
Published on: September 28, 2022
相关概念视频
Drug Administration and Therapy Phases: Overview
The pharmaceutical phase focuses on leveraging the physicochemical properties of the drug to design and manufacture an effective product. Variants include orally administered tablets or capsules, topical creams or ointments, and parenteral-delivery solutions or emulsions.
The pharmacokinetic phase...
Biopharmaceutics and Pharmacokinetics: Overview
Structure-Activity Relationships and Drug Design
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
Pharmacodynamics: Overview and Principles
Most drugs' effects result from their interactions with drug receptors or targets within the body. These interactions trigger specific responses at the cellular or systemic level. Drug receptors can be found on the surfaces of cells or...
Fundamental Mathematical Principles in Pharmacokinetics: Mathematical Expressions and Units
One significant application of mathematics in pharmacokinetics is the characterization of drug distribution through the volume of distribution...
Current Trends in Nursing II
