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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

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

Guest Post - Beyond Generative AI: The Indispensable Role of BERT in Scholarly Publishing - The Scholarly Kitchen

ChatGPT has popularized generative AI, but interpretive AI has quietly remained in the shadows. Interpretive AI offers profound insights into content and audience engagement, a critical tool for publishers aiming to harness the full potential of AI.
Source: sspnet.org

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

Elevated genetic risk for multiple sclerosis emerged in steppe pastoralist populations

"The last 10,000 years have seen some of the most extreme global changes in lifestyle, with the emergence of farming in some regions and pastoralism in others. While 5,000 years ago farmer ancestry predominated across Europe, a relatively diverged genetic ancestry arrived with the steppe migrations around...
Source: nature.com

Trust in Scholarly Publishing - The Scholarly Kitchen

How do we define, track, and measure trust in scholarly publishing?
Source: sspnet.org

The Internet Is About to Get Weird Again

The internet seems ripe for change, and millions of people seem poised to connect in new ways, as they reconsider their relationship to technology.
Source: rollingstone.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

Coding excursions

blog post image 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

Meta Trained Its New AI Image Generator on a Billion Of Your Facebook, Instagram Posts

Your cat photos, your friends’ selfies, and my desert landscapes are now a part of Imagine, whether we like it or not.
Source: extremetech.com

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

Large Language Models: Don't Believe the Hype

We've reached the Skynet moment for AI, it would seem. GPT-4, cast in the role of Terminator, has not only achieved consciousness, but it's coming for
Source: datanami.com

AI information retrieval: A search engine researcher explains the promise and peril of letting ChatGPT and its cousins search

A new generation of artificial intelligence-based information access systems, which includes Microsoft’s Bing/ChatGPT, Google/Bard and Meta/LLaMA, is upending the traditional search engine mode of search input and output. These systems are able to take full sentences and even paragraphs as input and...
Source: ampproject.org

One-Year Adverse Outcomes Among US Adults With Post–COVID-19 Condition vs Those Without COVID-19 in a Large Commercial

This case-control study aims to quantify 1-year outcomes among individuals meeting a post–COVID-19 condition definition compared with a control group of individuals without COVID-19.
Source: jamanetwork.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

Newborns to get rapid genetic disease diagnosis

The entire DNA of 100,000 newborns in England will be sequenced to spot rare genetic conditions early.
Source: bbc.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 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