Medical Education predictions for 2025
Some predictions for educational technology in healthcare in 2025. Mixed Reality (MR) The hardware for mixed / augmented / virtual reality is becoming more accessible and with it the opportunity for applications. There are many examples of educational technology businesses in this space - Osso...
The risks of automation of education
Unintended consequences such controlling the norms of behaviour and framing knowledge can be brought with automation ... and the problem is not a new one. "Although intended as an act of freedom, the self-instruction provided by an Automatic Teacher also habituated learners to the authoritative norms...
Markov blankets: can they help explain learning from a systems perspective?
Every now and then you find something, described a long time ago (in this case 1988), that could have helped you if only you'd known about it. In supporting pharma companies I have used several approaches to explaining why learning is complex, non-linear, and how we should look at it from a systems perspective....
"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...
AI Watermarking Won't Curb Disinformation
"Generative AI allows people to produce piles upon piles of images and words very quickly. It would be nice if there were some way to reliably distinguish AI-generated content from human-generated content. It would help people avoid endlessly arguing with bots online, or believing what a fake image purports...
Source: eff.org
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
Project Wayward: A wearable for the elderly and those with Dementia.
Get an instant alert for help if the elder falls down, wanders away outside, or in case of an accident. "Hemesh's grandmother was one of many, who was suffering from Alzheimer's disease. She had severe cases of wandering, where she would walk away without the caregiver noticing, resulting in a number...
Source: projectwayward.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
AI can tell which chateau Bordeaux wines come from with 100% accuracy
A machine-learning algorithm was able to tell which estate 80 Bordeaux red wines came from with 100 per cent accuracy by assessing their chemical signatures
Source: newscientist.com
Jeff Sebo on digital minds, and how to avoid sleepwalking into a major moral catastrophe
"The general case for extending moral consideration to AI systems is that they might be conscious or sentient or agential or otherwise significant. And if they might have those features, then we should extend them at least some moral consideration in the spirit of caution and humility."
Source: 80000hours.org
“Meet the patient” session: a strategy to teach medical students about autonomic dysfunction after spinal cord injury
Dysregulation of the autonomic nervous system is an important long-term consequence of spinal cord injury (SCI). Yet, there is a scarcity of teaching resources about this topic for preclinical medical students. Given the association of SCI sequelae with emergency complications and mortality, it is imperative...
Source: biomedcentral.com
News: Basel to become Europe’s Silicon Valley of biotech
Silicon Valley is synonymous with technology and innovation. On the other side of the Northern Hemisphere, Basel in Switzerland draws parallels, edging the city closer to becoming Europe’s Silicon Valley of biotech.
Source: baselarea.swiss
Coaching for Clinician Educators
Branzetti, Jeremy. Love, Linda M.. Schulte, Elaine E. Journal of Graduate Medical Education. Clinician educators (CEs) face manifold challenges, such as teaching under increasing clinical productivity pressures, satisfying evolving accreditation requirements, and combatting trainee and faculty burnout....
Source: allenpress.com
Gender differences in individual variation in academic grades fail to fit expected patterns for STEM - Nature Communications
Fewer women than men pursue careers in science, technology, engineering and mathematics (STEM), despite girls outperforming boys at school in the relevant subjects. According to the ‘variability hypothesis’, this over-representation of males is driven by gender differences in variance; greater male...
Source: nature.com
FDA approves most expensive drug ever, a $3.5 million-per-dose gene therapy for hemophilia B
The single-dose medicine "represents important progress" as the first-ever gene therapy for the rare disorder, the FDA said. ”The Food and Drug Administration cleared Hemgenix, an IV treatment for adults with hemophilia B, the less common form of the genetic disorder which primarily affects men.”
Source: cbsnews.com
The Ugandan designer who upcycles British cast-offs – and returns them to sender
Making a statement in more ways than one, a new fashion line is made from western cast-offs. Can it reboot Uganda’s textile industry?
Source: positive.news
Biopharma 2020: A landmark year and a reset for the future
Biopharma in 2020 has shown what it can achieve when it works at its best. How can the industry build on this renewed sense of purpose in the years ahead? McKinsey biopharma 2020 3 Overarching trends Operating under a spotlight - expectation of innovationNavigating protracted economic uncertainty -...
Source: mckinsey.com
Fatalism - the stalemate of us vs. COVID-19
Stephen Casper - medical historian at Clarkson University - offers a worrying prediction for COVID for the end of 2022. The analogy for COVID-19 won't be influenza but 'tuberculosis before the discovery of antibiotics'. A new hospital specialty might even exist - looking after COVID patients - and they...
Source: twitter.com
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