"Understanding by Design" session at the 17th European CME Forum
We are proud to be presenting a workshop at the 'Core Competencies in CME/CPD' session in the forthcoming 17th European CME Forum in Madrid. This approach to instructional design is one that we champion at Outcomes Engine when our tools are used or when we advise teams on how to develop their learning...
Nightshade, the free tool that ‘poisons’ AI models, is now available for artists to use
"The tool's creators are seeking to make it so that AI model developers must pay artists to train on data from them that is uncorrupted." Artists can now use this software to modify their art and influence the big tech owners of AI tools to properly recognise the original works. Growing the poisonous...
Source: venturebeat.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
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
How the Post Office's Horizon system failed: a technical breakdown
"From bugs to unqualified staff, the Post Office's point-of-sale system was inadequate on many levels." The code was poor from the start and the small team of developers were not up to the job. However, the problems were apparent in 1999 before it was launched. Includes a discussion of the Dalmellington...
Source: theguardian.com
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
Mozilla launches a new startup focused on 'trustworthy' AI | TechCrunch
Mozilla, the nonprofit behind software like Firefox, has launched a new startup, Mozilla.ai, focused on developing trustworthy AI systems.
Source: techcrunch.com
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
Discovery of a structural class of antibiotics with explainable deep learning.
One of the challenges with deep learning (neural networks) is that although they find patterns the reasoning disappears into an endless detail of numbers. In this paper the researchers built an 'explainable' AI to discover antibiotics instead of such a 'black box'. "The discovery of novel structural...
Source: nature.com
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...
The Biggest Discoveries in Computer Science in 2023
"Artificial intelligence learned how to generate text and art better than ever before, while computer scientists developed algorithms that solved long-standing problems." Links to further papers and discussion on topics including: Tackling "P versus NP" Emergent behaviours in large language models...
Source: quantamagazine.org
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
A systematic review of insight and reflection in post graduate medical education
Great literature synthesis on reflection. "We present a novel description of a hierarchy from discrete episodes of reflection, to cyclic processes that involve reflection, through to a state in which the practitioner is reflective. There is no unified understanding of how an individual ascends this...
Source: wiley.com
Recent waning snowpack in the Alps is unprecedented in the last six centuries - Nature Climate Change Carrer, Marco. Dibona,
Snow cover in high-latitude and high-altitude regions has strong effects on the Earth’s climate, environmental processes and socio-economic activities. Over the last 50 years, the Alps experienced a 5.6% reduction per decade in snow cover duration, which already affects a region where economy and...
Source: nature.com
Shared decision making learning package | Shared decision making | Guidance | NICE
"To support implementation of the NICE guideline on shared decision making, Keele University and NICE have worked in partnership to develop an online learning package. This is suitable for all healthcare professionals and aims to equip people with the skills and knowledge they need to have good-quality...
Source: nice.org.uk
Infographic: Africa’s Booming Startup Scene
This chart shows the latest stats from Google's Africa Developer Ecosystem 2021 on the startup scene report.
Source: statista.com
The Lyonesse Project: a study of the coastal and marine environment of the Isles of Scilly (OASIS ID cornwall2-58903)
This project was commissioned by English Heritage and carried out between 2009 and 2013 by Historic Environment Projects, Cornwall Council with a team of specialists from Aberystwyth, Cardiff, Exeter and Plymouth Universities, English Heritage's Scientific Dating Team, volunteers and local experts and...
Source: archaeologydataservice.ac.uk
International Women's Day: UTI testing '50 years out of date'
Areas of women's health have been neglected for too long, says scientist developing rapid test.
Source: bbc.com
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