基于网络的AI驱动的虚拟患者模拟器与基于演员的模拟器用于教学咨询技能:多中心随机交叉研究

Edward G Tyrrell1, Sardip K Sandhu1, Kathryn Berry2

  • 1Primary Care Education Unit, School of Medicine, University of Nottingham, Room C34, Queen's Medical Centre, Nottinghamshire, NG7 2UH, United Kingdom, 44 1158231418.

JMIR formative research
|November 20, 2025
PubMed
概括

人工智能 (AI) 虚拟患者模拟器有效地提高了沟通技巧,但效果略低于基于演员的模拟. 人工智能为培训医疗保健专业人员提供了更具成本效益的解决方案.

相关概念视频

Bioequivalence Experimental Study Designs: Completely Randomized and Randomized Block Designs01:20

Bioequivalence Experimental Study Designs: Completely Randomized and Randomized Block Designs

Body:Bioequivalence experimental study designs are crucial methodologies used in evaluating and comparing the bioavailability of different drug products. These designs are categorized into various types: completely randomized, randomized block, repeated measures, cross and carry-over, and Latin square designs.Completely randomized designs involve randomly allocating treatments to all subjects participating in the experiment. This allocation is achieved by assigning unique random numbers to...
212
Bioavailability Study Design: Healthy Subjects Versus Patients01:15

Bioavailability Study Design: Healthy Subjects Versus Patients

Bioavailability studies are essential for evaluating a drug's therapeutic efficacy and understanding its absorption patterns under various physiological conditions. Conducting such studies on target patient populations provides more relevant data by simulating real-world disease states. However, practical challenges often necessitate the use of young, healthy adult volunteers as study subjects.Patients may exhibit altered drug absorption patterns due to the effects of the disease itself,...
136
Crossover Experiments01:16

Crossover Experiments

Crossover experiments, also called the repeated-measurements design, is a study design in which all experimental units are exposed to all treatments in different periods. Crossover experiments are generally used in psychology, the pharmaceutical industry, agriculture, and medicine.
Crossover designs are performed even with smaller sample sizes since the samples can act as their controls. These are better than simple randomized trials since patients are exposed to all the treatments.
4.5K