Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students
In order to be able to use artificial intelligence (AI) in medicine without scepticism and to recognise and assess its growing potential, a basic understanding of this topic is necessary among current and future medical staff. Under the premise of "trust through understanding", we developed an innovative online course as a learning opportunity within the framework of the German KI Campus (AI campus) project, which is a self-guided course that teaches the basics of AI for the analysis of medical image data. The main goal is to provide a learning environment for a sufficient understanding of AI in medical image analysis so that further interest in this topic is stimulated and inhibitions towards its use can be overcome by means of positive application experience. The focus was on medical applications and the fundamentals of machine learning. The online course was divided into consecutive lessons, which include theory in the form of explanatory videos, practical exercises in the form of Streamlit and practical exercises and/or quizzes to check learning progress. A survey among the participating medical students in the first run of the course was used to analyse our research hypotheses quantitatively.
Code (0)
등록된 구현이 없습니다.
Tasks
Medical Image AnalysisSimilar Papers 제목 키워드 기반
Turning Software Engineers into AI Engineers
In industry as well as education as well as academics we see a growing need for knowledge on how to apply machine learning in software applications. With the educational programme ICT & AI at Fontys UAS we had to find an…
BIG-bench Machine LearningA Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks
With the rapid development and integration of artificial intelligence (AI) methods in next-generation networks (NextG), AI algorithms have provided significant advantages for NextG in terms of frequency spectrum usage, b…
Model PoisoningSelf-LearningLessons Learned from Educating AI Engineers
Over the past three years we have built a practice-oriented, bachelor level, educational programme for software engineers to specialize as AI engineers. The experience with this programme and the practical assignments ou…
What Robots Do Matters More Than What They Look Like: Task Context Shapes Trust in Educational HRI
Socially assistive robots (SARs) are increasingly deployed in educational and information-sharing contexts, supported by advances in large language models that enable fluent real-time interaction. Despite the growing div…
Personalised Feedback Framework for Online Education Programmes Using Generative AI
AI tools, particularly large language modules, have recently proven their effectiveness within learning management systems and online education programmes. As feedback continues to play a crucial role in learning and ass…
BenchmarkingManagementMultiple-choice