AI Medical Compendium Topic

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Education, Distance

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Exploring Applications of Artificial Intelligence Tools in Clinical Care and Health Professions Education: An Online Module for Students.

MedEdPORTAL : the journal of teaching and learning resources
INTRODUCTION: Health professions schools vary widely in integration of artificial intelligence (AI) into their curriculum, and freely available instructional modules covering AI's applications and implications are lacking. Health professions students...

Accurate multi-category student performance forecasting at early stages of online education using neural networks.

Scientific reports
The ability to accurately predict and analyze student performance in online education, both at the outset and throughout the semester, is vital. Most of the published studies focus on binary classification (Fail or Pass) but there is still a signific...

Hybrid SEM-ANN model for predicting undergraduates' e-learning continuance intention based on perceived educational and emotional support.

PloS one
Based on the Expectation Confirmation Model (ECM), this study explores the impact of perceived educational and emotional support on university students' continuance intention to engage in e-learning. Researchers conducted a survey using structured qu...

Harnessing hybrid deep learning approach for personalized retrieval in e-learning.

PloS one
The current worldwide pandemic has significantly increased the need for online learning platforms, hence presenting difficulty in choosing appropriate course materials from the vast online educational resources due to user knowledge frameworks variat...

Regularized ensemble learning for prediction and risk factors assessment of students at risk in the post-COVID era.

Scientific reports
The COVID-19 pandemic has had a significant impact on students' academic performance. The effects of the pandemic have varied among students, but some general trends have emerged. One of the primary challenges for students during the pandemic has bee...

Surface and deep learning: a blended learning approach in preclinical years of medical school.

BMC medical education
BACKGROUND: Significant challenges are arising around how to best enable peer communities, broaden educational reach, and innovate in pedagogy. While digital education can address these challenges, digital elements alone do not guarantee effective le...

Machine learning approach to student performance prediction of online learning.

PloS one
Student performance is crucial for addressing learning process problems and is also an important factor in measuring learning outcomes. The ability to improve educational systems using data knowledge has driven the development of the field of educati...

cMOOC Recommendations to Enhance AI Literacy Among Healthcare Professionals.

Studies in health technology and informatics
BACKGROUND: Applications of artificial intelligence (AI) are finding their way into many areas of society, including healthcare and show their potential in this domain. To evaluate these new technologies and use them wisely, healthcare professionals ...

Development of an Interactive Online Course on Artificial Intelligence in Medicine: A Study on Design and Implementation.

Studies in health technology and informatics
As artificial intelligence (AI) becomes increasingly influential in healthcare, there is a pressing need for medical professionals to gain a comprehensive understanding of its applications, particularly in complex areas such as rare diseases, where d...

Increasing Accessibility: Effectiveness of a Remote Artificial Intelligence Education Curriculum for International Medical Graduates.

The clinical teacher
BACKGROUND: Applications of artificial intelligence (AI) in medicine are expanding every year. AI education is crucial to its appropriate use in healthcare; however, most US medical schools lack a dedicated AI curriculum. These resources are sparse f...