Predicting students’ academic progress and related attributes in first-year medical students: an analysis with artificial
"Background Dropout and poor academic performance are persistent problems in medical schools in emerging economies. Identifying at-risk students early and knowing the factors that contribute to their success would be useful for designing educational interventions. Educational Data Mining (EDM) methods...
Source: biomedcentral.com
Integrating basic sciences into clerkship rotation utilizing Kern’s six-step model of instructional design: lessons learned
Worked example of curriculum design using Kern's six-step approach. "Background It is generally agreed that basic and clinical sciences should be integrated throughout the undergraduate medical education, however, there is still need for continued formal integration of basic sciences into clinical...
Source: biomedcentral.com
OpenAI announces first partnership with a university
"Starting in February, Arizona State University will have full access to OpenAI's ChatGPT Enterprise." "With the OpenAI partnership, ASU plans to build a personalized AI tutor for students, not only for certain courses, but also for study topics. STEM subjects are a focus and are “the make-or-break...
Source: cnbc.com
Three Epochs of Artificial Intelligence in Health Care Michael D. Howell. Greg S. Corrado. Karen B. DeSalvo. JAMA.
This Special Communication examines the evolution of artificial intelligence (AI) over the years, and how developments with AI can help decision-makers improve health care while also recognizing its risks.
Source: jamanetwork.com
A checklist for reporting, reading and evaluating Artificial Intelligence Technology Enhanced Learning (AITEL) research
"This paper proposes a checklist for reporting on AI systems, and covers the initial protocols and scoping, modelling and code, algorithm design, training data, testing and validation, usage, comparisons, real-world requirements, results and limitations, and ethical considerations. The aim is to have...
Source: tandfonline.com
Apple knew AirDrop users could be identified and tracked as early as 2019, researchers say | CNN Business
Security researchers warned Apple as early as 2019 about vulnerabilities in its AirDrop wireless sharing function that Chinese authorities claim they recently used to track down users of the feature, the researchers told CNN, in a case that experts say has sweeping implications for global privacy.
Source: cnn.com
What (else) happened? A key question for learning programmes.
Good paper from 2013 on the need to go beyond just asking 'did our programme work?' "It is clear that programme evaluations using traditional ‘outcomes-based’ models are inadequate for the health professions context. Consequently, the scholarship in health professions education has begun to incorporate...
Source: wiley.com
Yaws could soon be eradicated — 70 years behind schedule Jones, Sam. Nature 2024.
Researchers are cautiously optimistic that the neglected tropical disease could be gone by 2030, but new barriers — including antibiotic resistance and primate reservoirs — might stand in the way. Researchers are cautiously optimistic that the neglected tropical disease could be gone by 2030, but...
Source: nature.com
Assessing learners - a mindset for the era of generative AI.
ChatGPT assignments to use in your classroom today. "Teachers and faculty everywhere first need to adopt a mindset that acknowledges the availability of AI and the likelihood that students will use it. As a result, we need to adjust our expectations of students. With online tests, maybe we should stop...
Source: ucf.edu
The Vulnerable World Hypothesis
"This paper introduces the concept of a vulnerable world: roughly, one in which there is some level of technological development at which civilization almost certainly gets devastated by default, i.e. unless it has exited the ‘semi-anarchic default condition’. Several counterfactual historical and...
Source: doi.org
A New Kind of AI Copy Can Fully Replicate Famous People. The Law Is Powerless.
New AI-generated digital replicas of real experts expose an unnerving policy gray zone. Washington wants to fix it, but it’s not clear how.
Source: politico.com
AI will be deeply disruptive to Higher Education
Paul LeBlanc and George Siemens are teaming up to explore how AI is going to change higher education. "LeBlanc transformed SNHU from 2500 students in 2003 to over 200,000 students in 20 years by using technology to switch delivery online." Siemens is one of the proposers of connectivism - a theory...
Educational Effectiveness of Telementoring as a Continuing Professional Development Intervention for Surgeons in Practice:
"Moderate-level evidence demonstrates the use of telementoring as effective in changing surgeons’ knowledge and competence in both educational and workplace-based settings. Its use is also associated with changes in patient outcomes."
Source: lww.com
2023: A year of groundbreaking advances in AI and computing
"This has been a year of incredible progress in the field of Artificial Intelligence (AI) research and its practical applications." A review of 2023 posted by Jeff Dean, Chief Scientist, Google DeepMind & Google Research, Demis Hassabis, CEO, Google DeepMind, and James Manyika, SVP, Google Research,...
Source: research.google
Innovating Pedagogy 2023
Looking for something innovative to try in 2024? MedEd professionals would benefit by looking through these ideas first. Open University's, Institute of Educational Technology's latest innovating pedagogy report from August 2023. This is the 11th annual report on emerging technologies in education...
Source: open.ac.uk
Development of a statistical analysis software for determining effectiveness of a comprehensive fall risk management protocol
"This quality improvement project resulted in the development of a computer application that allows clinicians and medical professionals to conduct data analysis in an in-clinic setting without the help of external statistical teams, and with minimal prior training in coding or mathematics."
Source: bmj.com
Coding excursions
Anonymity with encryption At Outcomes Engine we are working on techniques to gather data from learners, analyse the data, and share the data whilst maintaining anonymity. I was involved in some work in my previous company (pharmaceutical) with the security of personal data - in our case it was data...
Development and validation of Simulation Scenario Quality Instrument (SSQI)
A validated scale for measuring quality of simulation scenarios in medical education. "Background Due to the unmet need for valid instruments that evaluate critical components of simulation scenarios, this research aimed to develop and validate an instrument that measures the quality of healthcare...
Source: biomedcentral.com
Meta Trained Its New AI Image Generator on a Billion Of Your Facebook, Instagram Posts
Your cat photos, your friends’ selfies, and my desert landscapes are now a part of Imagine, whether we like it or not.
Source: extremetech.com
Artificial intelligence for healthcare and medical education: a systematic review
"After searching and reading a large amount of literature, we were surprised to find that most of the literature related to “AI+medical/medical education” was of low quality... This suggests us to conduct new research or improve the quality of research related to AI and medical/medical education....
Source: nih.gov
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