Related Experiment Video
Updated: Sep 9, 2025
Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
From theory to practice: Evaluating AI in pharmacy
Steven M Smoke1, Alice Hou2, Scott D Nelson2
1RWJBarnabas Health, West Orange, NJ, USA.
Purpose:
By understanding the principles of AI model evaluation, pharmacists can effectively leverage this technology to enhance patient care and optimize pharmacy operations.
Summary:
Artificial intelligence (AI) holds immense potential to revolutionize healthcare delivery, especially within pharmacy practice. As AI technologies become more prevalent, it is crucial for pharmacists to be equipped with the knowledge and skills to critically evaluate AI models and studies. This article provides a comprehensive guide for pharmacists, emphasizing the importance of assessing model definitions, data quality, study populations, and model training and validation processes. We discuss the evaluation of AI studies and common performance metrics.
Conclusion:
By adopting a holistic approach, pharmacists can make informed decisions on AI integration, ultimately enhancing patient care and operational efficiency. Equipping pharmacists with these skills ensures that AI technologies are effectively and responsibly implemented in clinical practice.
More Related Videos
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
Related Concept Videos
01:26Drug 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...
01:28Biopharmaceutics and Pharmacokinetics: Overview
01:28Structure-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...
01:21Pharmacodynamics: 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...
01:19Fundamental 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...
01:30Current Trends in Nursing II