AIMC Topic: Models, Educational

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The MIND model a microlearning AI-integrated instructional design for enhanced learning outcomes.

Scientific reports
In recent years, microlearning has gained significant attention due to technological advancements such as generative AIĀ (GenAI), diverse learner needs, and a growing emphasis on improving learning outcomes. However, designing effective microlearning ...

Beyond Lectures: Reimagining Psychiatric Didactics for the Age of AI.

JMIR medical education
The increasing use of generative large language models (LLMs) necessitates a fundamental reevaluation of traditional didactic lectures in medical education, particularly within psychiatry. The specialty's inherent diagnostic ambiguity, biopsychosocia...

Large language models as educational collaborators: developing non-conventional teaching aids in pharmacology & therapeutics.

BMC medical education
BACKGROUND: With the growing integration of artificial intelligence in medical education, this study compares the quality and educational robustness of content generated by two large language models (LLMs), DeepSeek-V3 and ChatGPT 4.0, on the emergin...

Large Language Models in Nursing Education: Concept Analysis.

JMIR nursing
BACKGROUND: Large language models (LLMs) are increasingly used in nursing education, yet their conceptual foundations remain abstract and underexplored. This concept analysis addresses the need for clarity by examining the relevance, meaning, context...

Randomized Controlled Study on the Impact of Problem-Based Learning Combined With Large Language Models on Critical Thinking Skills in Nursing Students.

Nurse educator
BACKGROUND: The integration of Large Language Models (LLMs) into nursing education presents a novel approach to enhancing critical thinking skills. This study evaluated the effectiveness of LLM-assisted Problem-Based Learning (PBL) compared to tradit...

Twelve tips on applying AI tools in HPE scholarship using Boyer's model.

Medical teacher
AI has changed the landscape of health professions education. With the hype now behind us, we find ourselves in the phase of reckoning, considering what's next; where do we start and how can educators use these powerful tools for daily teaching and l...

Pedagogy and generative artificial intelligence: Applying the PICRAT model to Google NotebookLM.

Medical teacher
Healthcare educators (HPE) are challenged by rapid developments in Generative Artificial Intelligence (GenAI) tools. They need a standardized model to evaluate these new tools and to guide them in pedagogically-sound integration in the curriculum. PI...

Artificial Intelligence in Dental Education: Opportunities and Challenges of Large Language Models and Multimodal Foundation Models.

JMIR medical education
Instructional and clinical technologies have been transforming dental education. With the emergence of artificial intelligence (AI), the opportunities of using AI in education has increased. With the recent advancement of generative AI, large languag...

Construction of Cognitive Model of Family Education Decision-Making Based on Neural Network.

Occupational therapy international
Family's academic cognition influences the family's academic concept, rearing fashion, and academic participation. It is no longer solely associated to kid's bodily and intellectual development; however, additionally associated to household concord a...

Research on Classroom Online Teaching Model of "Learning" Wisdom Music on Wireless Network under the Background of Artificial Intelligence.

Computational and mathematical methods in medicine
This article uses a multimodal smart music online teaching method combined with artificial intelligence to address the problem of smart music online teaching and to compensate for the shortcomings of the single modal classification method that only u...