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
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
The Vulnerable World Hypothesis
"This paper introduces the concept of a vulnerable world: roughly, one in which there is some level of technological development at which civilization almost certainly gets devastated by default, i.e. unless it has exited the ‘semi-anarchic default condition’. Several counterfactual historical and...
Source: doi.org
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
(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
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
Just a moment...
Source: nejm.org
From Health Care Workforce Recuperation to Regeneration
“educators and health care leaders must intentionally train in teamwork and collaboration, have a growth mindset, and create environments of psychological safety on purpose rather than by chance.” “The Executive Vice Dean and Vice Dean for Education at the UCSF School of Medicine and the Assistant...
Source: nejm.org
Ancient comatulid named after President Zelensky -Ausichicrinites zelenskyyi
Ancient sea animal with 10 arms is named after Ukraine's president Zelensky. "Fossil comatulids, referred to as feather stars, are mostly known from highly disarticulated
specimens. A single isolated element (centrodorsal) has been the basis for taxonomic
description of a vast majority of fossil comatulids....
Source: royalsocietypublishing.org
The unhealthy industry playbook
What Public Health Practitioners Need to Know About Unhealthy IndustryTactics. Attack legitimate science. e.g. Accuse science of deception, calling it “junk science” or “bad science,” claiming science is manipulated to fulfill a political agenda. Attack and intimidate the scientists. e.g. Create...
Source: aphapublications.org
How green is blue hydrogen? Robert W. Howarth. Mark Z. Jacobson. Energy Science & Engineering.
Blue hydrogen is the production of hydrogen from natural gas combined with carbon capture and storage. Commercial production so far is limited to just two facilities, but blue hydrogen is increasingl...
Source: wiley.com
No Evidence That Associations Between Adolescents' Digital Technology Engagement and Mental Health Problems Have Increased
Digital technology is ubiquitous in modern adolescence, and researchers are concerned that it has negative impacts on mental health that, furthermore, increase over time. To investigate whether technology is becoming more harmful, we examined changes in associations between technology engagement and...
Source: sagepub.com
Using GPT-2 to generate Tweets
Last summer I blogged about using a Deep Neural Network to generate tweets but only used 3200 of my tweets. Since then I've used Twitter's archive mechanism to retrieve ALL my tweets (just over 30,000) to train a network. Not any old network - the GPT-2 model from OpenAI. This 'finetuning' of an existing...
Gloves that give people with tremor a helping hand | Reuters Video
One of the word's largest electronics manufacturers has invested in a UK start-up making gloves with built-in spinning gyroscopes that help people overcome the sometimes debilitating tremors that can stop them doing some simple tasks.
Source: reut.rs
AI uses "ugly duckling" technique to spot melanoma with high accuracy
"Artificial intelligence is starting to combine with smartphone technology in ways that could have profound impacts on the way we monitor health, from tracking blood volume changes in diabetics to detecting concussions by filming the eyes." "Using the technology to spot melanoma in its early stages is...
Source: newatlas.com
A Convolutional Neural Network architecture for the recognition of cutaneous manifestations of COVID-19
To our best knowledge, this is the first machine learning-based study for automated detection of COVID-19 based on skin images and may provide a useful decision support tool for physicians to optimize contact-free COVID-19 triage, differential diagnosis of skin lesions and patient care. Mathur J, Chouhan...
Source: nih.gov
Dying in a Leadership Vacuum Why has the United States handled this pandemic so badly?
Dying in a Leadership Vacuum Why has the United States handled this pandemic so badly? The NEJM Editors asks what has gone so wrong in the US and lays the blame with the political leadership. "This crisis has produced a test of leadership. With no good options to combat a novel pathogen, countries were...
Source: nejm.org
The tyranny of merit.
The Insufferable Hubris of the Well-Credentialed: A four-year college degree has become necessary for dignified work. Michael Sandel says that’s a huge mistake. "The meritocratic hubris of elites is the conviction by those who land on top that their success is their own doing, that they have risen...
Source: chronicle.com
Facial Masking for Covid-19
"Facial Masking for Covid-19 — Potential for “Variolation” as We Await a Vaccine | NEJM: Facial Masking for Covid-19 Increasing the proportion of SARS-CoV-2 infections that are asymptomatic with the simple public health measure of universal masking might reduce the severity of disease and ensure...
Source: nejm.org
Robust T cell immunity in convalescent individuals with asymptomatic or mild COVID-19
"Our collective dataset shows that SARS-CoV-2 elicits robust, broad and highly functional memory T cell responses, suggesting that natural exposure or infection may prevent recurrent episodes of severe COVID-19."
Source: doi.org
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