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
This AI Trained on the Life Events of Every Person in Denmark. It Can Now Predict Their Future.
Artificial intelligence is very good at finding patterns. Given enough data it will start making telling you what's going to happen. "The AI can make highly accurate predictions about people’s lives, including how likely they are to die in a given time window and their personality traits." ... ...
Source: singularityhub.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
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
Opinion: OpenAI's drama marks a new and scary era in artificial intelligence
Daron Acemoglu and Simon Johnson, professors at MIT, lend their insight to the recent drama at OpenAI. "Sam Altman’s dismissal and rapid reinstatement as CEO of OpenAI, the creator of ChatGPT, confirms that the future of AI is firmly in the hands of people focused on speed and profits, at the expense...
Source: latimes.com
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
Cornwall: Nearly £5m awarded to tackle health inequalities
The aim of the work is to enable "more research on issues that affect people in Cornwall".
Source: bbc.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
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
Embracing Authenticity: Why Non-Algorithmic Social Media Platforms Are More Social Than Instagram, Tumblr, or Threads
The fallacy shared both by social media services and educational services is one of trying to engineer the perfect mix of content for their clients. What we find, I think, in both education and online media is that authentic content - that is, content based in a person's actual life and relations with...
Source: downes.ca
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
The legal framework for AI is being built in real time, and a ruling in the Sarah Silverman case should give publishers
That an AI model was trained on copyrighted material does not make all of the model's outputs a copyright violation.
Source: niemanlab.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
QR codes to become less convenient?
A sticker with a fraudulent QR code pasted over a legitimate one can lead the unwary to websites that can capture your personal data. Thornaby: Woman targeted in £13k train station QR code scam. Rail firm TransPennine Express has since removed QR codes from all of its station car parks. Is the root...
Source: bbc.com
Microsoft: Chinese hackers hit key US bases on Guam
The malware hit facilities on Guam that would be critical to any US response to an invasion of Taiwan.
Source: bbc.com
The effectiveness of team-based learning in nursing education: A systematic review - PubMed Nurse education today.
Overall, TBL was found to be effective in achieving undergraduate nursing students' learning outcomes, but evidence was not sufficiently strong to warrant that it is more effective than other teaching methods. The results of this review are in favour of the implementation of TBL in nursing education...
Source: nih.gov
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
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
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