Effectiveness of a serious game addressing guideline adherence: cohort study with 1.5-year follow-up Tobias Raupach. Insa
Background Patients presenting with acute shortness of breath and chest pain should be managed according to guideline recommendations. Serious games can be used to train clinical reasoning. However, only few studies have used outcomes beyond student satisfaction, and most of the published evidence is...
Source: biomedcentral.com
Build for a crisis: Ideas for the future of local news
Enjoyed this story of the ingenuity of local newspapers when struck with the crisis of extreme weather. What does it say for our other complex technology and business layers? When crisis strikes perhaps that's when you find the lowest common tech that works and exactly what purpose you are using it for....
Source: niemanlab.org
Implementing Medical Chatbots: An Application on Hidradenitis Suppurativa - PubMed Dermatology (Basel, Switzerland).
A medical chatbot has to be customised to the specific subject whilst general principles have to be considered. High-quality information has to be available in just a few clicks. People concerned about HS are looking for a diagnosis online and often have not seen a doctor previously. Guidance toward...
Source: nih.gov
Raise benefits to curb UK crisis in mental health, expert urges
Sir Michael Marmot says ‘uncaring’ system must be made more generous to bridge growing gap in health inequality
Source: theguardian.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...
PAIRED: A New Multi-agent Approach for Adversarial Environment Generation
This Google AI blog describes a method for machine learning using paired agents. The gap between the one that did the best and the one that did the worst is regret. That feeling of 'could have done' better is what pushes the 'unsupervised environment design' algorithm towards a better solution. "The...
Source: googleblog.com
'Deepfake is the future of content creation'
Deepfake, or AI-generated videos, are increasingly being used commercially.
Source: bbc.com
Rashomon approach to medical education.
"The Rashomon approach was named after the 1950 film, Rashomon. In this film, a single event, a homicide is described from the different perspectives of the characters. In the Rashomon approach, teachers, like film directors, need to fully understand the big pictures so that they can engage characters = students...
Source: biomedcentral.com
Data trusts: what are they and how do they work?
"The trade unions of the data economy." "How do we, the general public, gain greater control over the estimated
2.5 quintillion bytes of data that is recorded, stored, processed and
analysed, every day?" This also links to the DataSkop project from AlgorithmWatch.
Source: thersa.org
No, frozen wind turbines aren't the main culprit for Texas' power outages
"Lost wind power makes up only a fraction of the reduction in power generating capacity that has brought outages to millions of Texans across the state during a major winter storm." Plenty of disinformation out there. There have been posts apparently showing a helicopter de-icing a wind turbine but it...
Source: texastribune.org
Using whale songs to image beneath the ocean
Using whale songs to image beneath the ocean’s floor: Seismic data generated by whale songs helps build a picture of the ocean's base. "The song of a fin whale is not exactly the sort of thing you'd typically describe as musical. It's generally in the area of 20Hz, which sounds more like a series of...
Source: arstechnica.com
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
Study: Neanderthal genes are a liability for COVID patients: Scientists say genes that some people have inherited from their
Study: Neanderthal genes are a liability for COVID patients: Scientists say genes that some people have inherited from their Neanderthal ancestors may increase their likelihood of suffering severe forms of COVID-19.
Source: medicalxpress.com
Psoriasis severity: commonly used clinical thresholds may not adequately convey patient impact - PubMed: Patients with PASI
Psoriasis severity: commonly used clinical thresholds may not adequately convey patient impact - PubMed: Patients with PASI or BSA scores less than 10 can have major quality of life impairment. In general, the objective measures of BSA and PASI alone, when excluding DLQI, may not fully capture the impact...
Source: nih.gov
Taking the temperature of the ocean by measuring the speed of sound waves passing through it
Taking the temperature of the ocean by measuring the speed of sound waves passing through it: A team of researchers from the California Institute of Technology and the Chinese Academy of Sciences has developed a way to detect changes in ocean temperatures by measuring sound waves generated by underwater...
Source: phys.org
Proposal for a New Tool to Evaluate a Serious Game
Proposal for a New Tool to Evaluate a Serious Game: The current enthusiasm of generations of students for video games and the marked interest of training institutions for the use of playful strategies, which facilitate learning, has encouraged the development and use of formative games called Serious...
Source: online-journals.org
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
Learning to Summarize with Human Feedback: We've applied reinforcement learning from human feedback to train language models
Learning to Summarize with Human Feedback: We've applied reinforcement learning from human feedback to train language models that are better at summarization. Our models generate summaries that are better than summaries from 10x larger models trained only with supervised learning. Even though we train...
Source: openai.com
A comparison between the effectiveness of a gamified approach with the conventional approach in point-of-care ultrasonographic
A comparison between the effectiveness of a gamified approach with the conventional approach in point-of-care ultrasonographic training: Although gamification increases user engagement, its effectiveness in point-of-care ultrasonographic training has yet to be fully established. This study was conducted...
Source: biomedcentral.com
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