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
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
I’ve Researched Time for 15 Years—Here’s How My Perception of It Has Changed
Why does time slow down in near-death situations? Does time really pass more quickly as you get older? How do our brains process time?
Source: singularityhub.com
Changes in Hospital Adverse Events and Patient Outcomes Associated With Private Equity Acquisition.
"Private equity acquisition of hospitals, on average, was associated with increased hospital-acquired adverse events despite a likely lower-risk pool of admitted Medicare beneficiaries, suggesting poorer quality of inpatient care."
Source: jamanetwork.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
NFTs died a slow, painful death in 2023 as most are now worthless
A reminder that early adoption of technology is not without risk. "Non-fungible tokens promised to revolutionise the concept of ownership using the blockchain technology behind bitcoin, but the market seems to have all but collapsed."
Source: newscientist.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
(We are not) using eHealth Data to Inform CPD for Medical Practitioners
"There is no formal or well-established correlation between individual performance data obtained through eHealth data analysis and CPD planning and programming for medical practitioners; in particular, the literature shows no consistency in type of eHealth data to analyze, software and tools to use,...
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
Ice Halos over Bavaria
"For suspended water to freeze into an ice fog requires quite cold temperatures, and indeed the air temperature on this day was measured at well below zero. The ice fog reflected light from the Sun setting behind St. Coleman Church."
Source: nasa.gov
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
High Pay Centre analysis of FTSE 350 pay ratios • High Pay Centre
Pay inequalities at UK's largest companies remain constant, despite ‘cost of living’ crisis. "The companies with lowest-paid UK employees (based on pay at the 25th percentile) were retailer JD Sports, where the lower quartile threshold was £11,240, pub chain Mitchells & Butlers (£15,161) and...
Source: highpaycentre.org
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
Randomised trial of general practitioner online education for prescribing and test ordering Andrew Bonney. Conrad Kobel.
Potentially inappropriate medicine prescriptions and low-value diagnostic testing pose risks to patient safety and increases in health system costs. The aim of the Clinical and Healthcare Improvement through My Health Record usage and Education in General Practice study was to evaluate a scalable online...
Source: nih.gov
Identifying the optimal time period for detection of atrial fibrillation after ischaemic stroke and TIA, an updated systematic
There is an almost 4-fold increase in nAF detection with continuous cardiac monitoring, compared to usual care. The results also demonstrate two statistically significant time periods in nAF detection; at 0-14 days and 6-12 months following monitoring commencement. These data support the utilisation...
Source: nih.gov
AI cuts treatment time for cancer radiotherapy
The technology will be offered at cost price to all NHS trusts in England, following successful pilot studies.
Source: bbc.com
Learning Outcomes of High-fidelity versus Table-Top Simulation in Undergraduate Emergency Medicine Education: Prospective,
The student's performance on quantitative medical-knowledge assessment was equivalent between the high-fidelity control and low-fidelity experimental simulation groups. Analysis of knowledge acquisition between the two groups also demonstrated statistical equivalence.
Source: nih.gov
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
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
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