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| http://dx.doi.org/10.4300/JGME-D-21-00940.1 | DOI Listing |
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Research Agenda for Entrustable Professional Activities Among US Surgical Specialties.
Ann Surg
January 2025
Department of Surgery, University of Alabama at Birmingham.
The magnitude of advances in surgical care inspires awe consistent with the impact of these developments on patients' lives. With this comes greater knowledge, new practices, and novel technologies for integration into residency training, making the skillset required of today's residents quite different from those in the past. Competency-based medical education and learner-centered approaches offer innovative and studied methodologies for teaching, learning, and assessment to meet the demands of today's educational environment.
View Article and Find Full Text PDFGuidelines and standard frameworks for artificial intelligence in medicine: a systematic review.
JAMIA Open
February 2025
Department of Medical Informatics, Institute for Community Medicine, University Medicine Greifswald, Greifswald D-17475, Germany.
Objectives: The continuous integration of artificial intelligence (AI) into clinical settings requires the development of up-to-date and robust guidelines and standard frameworks that consider the evolving challenges of AI implementation in medicine. This review evaluates the quality of these guideline and summarizes ethical frameworks, best practices, and recommendations.
Materials And Methods: The Appraisal of Guidelines, Research, and Evaluation II tool was used to assess the quality of guidelines based on 6 domains: scope and purpose, stakeholder involvement, rigor of development, clarity of presentation, applicability, and editorial independence.
Chaotic recurrent neural networks for brain modelling: A review.
Neural Netw
December 2024
Institute of Cognitive Sciences and Technology, National Research Council, Via Romagnosi 18a, I-00196, Rome, Italy.
Even in the absence of external stimuli, the brain is spontaneously active. Indeed, most cortical activity is internally generated by recurrence. Both theoretical and experimental studies suggest that chaotic dynamics characterize this spontaneous activity.
View Article and Find Full Text PDFCurriculum Innovations: A Novel Neurology Clinician-Educator Program.
Neurol Educ
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From the Department of Neurology, Mayo Clinic, Rochester, MN.
Background And Objectives: Neurology residents serve as frontline teachers for junior trainees but often lack formal training in medical education. We developed a novel longitudinal curriculum to enhance the teaching skills and educational leadership of residents interested in pursuing careers as clinician-educators.
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Host genetics maps to behaviour and brain structure in developmental mice.
Behav Brain Funct
January 2025
Department of Psychiatry and Behavioural Neurosciences, McMaster University, Hamilton, ON, Canada.
Gene-environment interactions in the postnatal period have a long-term impact on neurodevelopment. To effectively assess neurodevelopment in the mouse, we developed a behavioural pipeline that incorporates several validated behavioural tests to measure translationally relevant milestones of behaviour in mice. The behavioral phenotype of 1060 wild type and genetically-modified mice was examined followed by structural brain imaging at 4 weeks of age.
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