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Learning by making - student-made models and creative projects for medical education: systematic review with qualitative synthesis.

BMC Med Educ

January 2025

Department of Anatomy, Clinical Sciences Building, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, 308323, Singapore.

Study Objective: Student-centered learning and unconventional teaching modalities are gaining popularity in medical education. One notable approach involves engaging students in producing creative projects to complement the learning of preclinical topics. A systematic review was conducted to characterize the impact of creative project-based learning on metacognition and knowledge gains in medical students.

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Background: Minimizing radiation exposure is crucial in monitoring adolescent idiopathic scoliosis (AIS). Generative adversarial networks (GANs) have emerged as valuable tools being able to generate high-quality synthetic images. This study explores the use of GANs to generate synthetic sagittal radiographs from coronal views in AIS patients.

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Machine teaching in Swarm Metaverse under different levels of autonomy.

Philos Trans A Math Phys Eng Sci

January 2025

School of Systems and Computing, University of New South Wales Canberra, Canberra, Australia.

Shepherding algorithms enable scalable swarm control via the utilization of one or a few control agents. Despite their demonstrated effectiveness in controlling swarms of point-particle agents, shepherding algorithms have been barely evaluated in controlling realistic swarms of uncrewed vehicles (UxVs). Furthermore, existing shepherding algorithms face significant challenges in dealing with complex environments such as those featuring obstacles.

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Background: Nurses play a pivotal role in the provision of health care for children across Africa. With limited pediatric nursing content in undergraduate nursing programs and few available pediatric postgraduate nursing programs, there is a need for additional continuing professional development opportunities to prepare nurses with the knowledge, skills, and confidence needed to care for children.

Method: To address this need, and mindful of the unique profile of potential participants, the Children's Nursing Development Unit at the University of Cape Town developed a suite of asynchronous short online courses.

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Problem: In Australia, program accreditation requirements include that education providers monitor and evaluate teaching and learning environments and provide evidence of outcomes being used to inform program quality improvement. Yet, closing this loop has proven challenging.

Background: The Australian National Placement Evaluation Centre (NPEC) functions to measure the quality of placements through student evaluations.

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