Medical educators’ beliefs about teaching, learning, and knowledge: development of a new framework
Interesting paper about beliefs among medical educators. This has been
developed with a qualitative study of undergraduate educators but the
framework makes for good reading for those of us involved in urging
colleagues and expert speakers to become more learner-centred. "The sharp divide between...
Source: biomedcentral.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...
Andy Weber on rendering bioweapons obsolete & ending the new nuclear arms race
"COVID-19 has provided a vivid reminder of the power of biological threats. But the threat doesn’t come from natural sources alone. Weaponized contagious diseases — which were abandoned by the United States, but developed in large numbers by the Soviet Union, right up until its collapse — have...
Source: 80000hours.org
UK PM pledges 3 billion pounds for England's bus network
British Prime Minister Boris Johnson will invest 3 billion pounds ($4.17 billion) in England's bus network, aiming to provide more frequent, cheaper services to encourage people to catch the bus instead of using the car.
Source: reuters.com
Tesla Is Secretly Building a Giant Battery in Texas - ExtremeTech
Tesla is building a secret 100MW battery storage facility in Texas, for an electricity provider with roughly 255,000 customers across the state.
Source: extremetech.com
The Power of Asynchronous Video
"A set of seven articles discusses the benefits of asynchronous video and provides specific guidance about how to effectively incorporate these tools to improve learning. Unbounded by Time: Understanding How Asynchronous Video Can Be Critical to Learning Success Putting Your Best Self Forward: 6 Keys...
Source: educause.edu
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
Increasing Students Critical Thinking Skills and Learning Motivation Using Inquiry Mind Map
These researchers from Indonesia explore the use of inquiry-based models in encouraging critical thinking in medical students. "Critical thinking skills are very important to have for students given the rapid distribution of information. To promote the critical thinking skills of the student, it could...
Source: online-journals.org
Frontline workers left "risking lives to provide treatment and care"
"The Department for Health and Social Care's decision to prioritise hospitals at the beginning of the pandemic meant social care providers were left exposed by lack of PPE, says the House of Commons Public Accounts Committee in its first report on PPE procurement published today." "While government...
Source: parliament.uk
11 TOPS photonic convolutional accelerator for optical neural networks: Convolutional neural networks, inspired by biological
11 TOPS photonic convolutional accelerator for optical neural networks: Convolutional neural networks, inspired by biological visual cortex systems, are a powerful category of artificial neural networks that can extract the hierarchical features of raw data to provide greatly reduced parametric complexity...
Source: nature.com
Stripe acquires Nigeria's Paystack for over $200 million to expand its footprint in Africa
Africa is a great opportunity for ecommerce in coming decades and Nigeria's Paystack has been growing fast. "Stripe is a San Francisco-based fintech startup that provides payments infrastructure for businesses. Its software and APIs are used by millions of companies of all sizes to accept payments,...
Source: techstartups.com
Current themes and challenges facing HPE accreditation in the 21st century
A supplement in BMC Medical Education on Health Professional Education accreditation from the community of practice The International Health Professions Accreditation Outcomes Consortium (IFPAOC) - which was founded in 2012. This supplement focuses on graduate and residency programmes but it also addresses...
Source: biomedcentral.com
Supporting migrants and refugees with posttraumatic stress disorder: development, pilot implementation, and pilot evaluation
Supporting migrants and refugees with posttraumatic stress disorder: development, pilot implementation, and pilot evaluation of a continuing interprofessional education for healthcare providers: Refugees and migrants face an increased risk of developing posttraumatic stress disorder (PTSD). Adequate...
Source: biomedcentral.com
Performance of China
Performance of China’s new medical licensing examination for rural general practice: To evaluate the performance of China’s new medical licensing examination (MLE) for rural general practice, which determines the number of qualified doctors who can provide primary care for China’s rural residents,...
Source: biomedcentral.com
A deep learning system for differential diagnosis of skin diseases - PubMed: Skin conditions affect 1.9 billion people.
A deep learning system for differential diagnosis of skin diseases - PubMed: Skin conditions affect 1.9 billion people. Because of a shortage of dermatologists, most cases are seen instead by general practitioners with lower diagnostic accuracy. We present a deep learning system (DLS) to provide a differential...
Source: nih.gov
Twitter Sentiment Analysis Approaches: A Survey
Twitter is one of the most popular microblogging and social networking platforms where massive instant messages (i.e. tweets) are posted every day. Twitter sentiment analysis tackles the problem of analyzing users’ tweets in terms of thoughts, interests and opinions in a variety of contexts and domains....
Source: online-journals.org
Elevated CO2, increased leaf-level productivity, and water-use efficiency during the early Miocene: Abstract. Rising atmospheric
Elevated CO2, increased leaf-level productivity, and water-use efficiency during the early Miocene: Abstract. Rising atmospheric CO2 is expected to increase global
temperatures, plant water-use efficiency, and carbon storage in the
terrestrial biosphere. A CO2 fertilization effect on terrestrial
vegetation...
Source: copernicus.org
Solving Rubik
Solving Rubik’s Cube with a Robot Hand: We've trained a pair of neural networks to solve the Rubik’s Cube with a human-like robot hand. Instead of thinking too much about the complex algorithms to solve the task they instead focus on creating complex worlds where the machine can learn. This of course...
Source: openai.com
Early warning signals for critical transitions in a thermoacoustic system:
Early warning signals for critical transitions in a thermoacoustic system: Dynamical systems can undergo critical transitions where the system suddenly shifts from one stable state to another at a critical threshold called the tipping point. The decrease in recovery rate to equilibrium (critical slowing...
Source: nature.com
German Digital Healthcare Act promotes digital health.
German Digital Healthcare Act - Frontiers Health: Bundestag adopts law on reimbursement for digital health application in Germany. "health apps, which can help patients to manage a diagnosed medical condition, can from January 2020 onwards be prescribed by their doctors. The costs are borne by the statutory...
Source: frontiers.health
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