Designing for Outcomes: Putting the Learner at the Heart of Your Educational Strategy
"Are you measuring educational outcomes but failing to capture the true impact on your learners? As a CME/CPD professional, you know that proving the effectiveness of your educational programs is crucial. But in the rush to gather data and report metrics, it's easy to overlook the individual learner's...
Source: writemedicine.com
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
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
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
Evidence grows of air pollution link with dementia and stroke risk
Long-term UK study adds to body of research associating pollutants with declining brain health
Source: theguardian.com
Is Vaccination Approaching a Dangerous Tipping Point? Peter Marks. Robert Califf. JAMA.
This Viewpoint discusses declining vaccination rates in the US, specifically against COVID-19, and the ways in which clinicians and the Food and Drug Administration can counter the current large volume of vaccine misinformation.
Source: jamanetwork.com
Sustained decrease in latent safety threats through regular interprofessional in situ simulation training of neonatal emergencies
Simulation training at trainees' actual workplace offers benefits over traditional simulation-based team training. We prospectively investigated whether regular in situ simulation training of neonatal emergencies in an interprofessional and interdisciplinary team could be used to identify and rectif...
Source: nih.gov
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
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
ChatGPT performs well in the USMLE (nearly passes with no training)
This pre-print paper suggests ChatGPT could change how assessments might be done. “We evaluated the performance of a large language model called ChatGPT on the United States Medical Licensing Exam (USMLE), which consists of three exams: Step 1, Step 2CK, and Step 3. ChatGPT performed at or near the...
The International Code of Medical Ethics of the World Medical Association Ramin Walter Parsa-Parsi. JAMA.
"One of the central missions of the World Medical Association (WMA) in its role as the global organization of physicians is to ensure the highest possible standard of ethical practice of the medical profession. Since its establishment in 1947 in the aftermath of one of the most egregious breaches of...
Source: jamanetwork.com
‘A seismic shift could be underway’: the mission to make steel green
If steel were a country, it would be the planet’s third largest emitter. But the race to decarbonise the sector is gaining momentum
Source: positive.news
Biopharma futures
I've been looking at a few industry reports on the future of biopharma as part of a course I'm on with INSEAD Business School on Business Strategy and Financial Performance. I thought I'd share some of my ramblings on Biopharma Futures. Expectations are high Pharmaceutical
companies are operating...
Source: deanjenkins.me
6 expert essays on the future of biotech
How will biotechnology transform our approach to human health? Scientists from the World Economic Forum's Global Future Council share key insights. World Economic Forum future of biotech DNA technology - genetic screening for disease, recombinant protein production, CAR T cells, gene therapy, organoid...
Source: weforum.org
Quantum computing: The next big thing in healthcare?
IEEE newsletter on Quantum computing "quantum computers will give us a new understanding of the functioning of the human body based on their ability to process large amounts of data in a short time and identify new information and connections. At the same time, by obtaining and making more and more...
Source: ieee.org
Development and validation of teacher and student questionnaires measuring inhibitors of curriculum viability - BMC Medical
Background Curriculum viability is determined by the degree to which quality standards have or have not been met, and by the inhibitors that affect attainment of those standards. The literature reports many ways to evaluate whether a curriculum reaches its quality standards, but less attention is paid...
Source: biomedcentral.com
Clinically contextualised ECG interpretation: the impact of prior clinical exposure and case vignettes on ECG diagnostic
Does teaching ECGs with a clinical vignette improve training? Not greatly ... but having seen a condition previously (and presumably the ECG that went with it) is probably best. The researchers concluded that "ECG training should therefore not rely on experiential learning
alone, but instead be supplemented...
Source: biomedcentral.com
China’s GPT-3? BAAI Introduces Superscale Intelligence Model ‘Wu Dao 1.0’ | Synced
The Beijing Academy of Artificial Intelligence (BAAI) releases Wu Dao 1.0, China’s first large-scale pretraining model.
Source: syncedreview.com
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