APOD: 2021 April 18 - Rainbow Airglow over the Azores
"A spectacular sky is visible through this banded airglow, with the central band of our Milky Way Galaxy running up the image center, and M31, the Andromeda Galaxy, visible near the top left."
Source: nasa.gov
World's wealthiest (and 'business as usual') 'at heart of climate problem'
"These [polluter elite] are people who fly most, drive the biggest cars most and live in the biggest homes which they can easily afford to heat, so they tend not to worry if they’re well insulated or not. … They’re also the sort of people who could really afford good insulation and solar panels...
Source: bbc.com
Using Markov chain model to evaluate medical students’ trajectory on progress tests and predict USMLE step 1 scores---a
Background Medical students must meet curricular expectations and pass national licensing examinations to become physicians. However, no previous studies explicitly modeled stages of medical students acquiring basic science knowledge. In this study, we employed an innovative statistical model to characterize...
Source: biomedcentral.com
Databunker secure storage
Really like this approach putting privacy tools all in one place. Warrants some experimentation. "Databunker gives strong, serious, real personal-data protection for customer records without expensive custom coding and with full customer visibility."
Source: databunker.org
To them that hath: economic complexity and local industrial strategy in the UK Penny Mealy. Diane Coyle. International Tax
Divergent economic performance in many countries has led to renewed interest in place-based policies, such as the UK’s local industrial strategies at the level of Combined Authorities or Local Economic Partnerships. However, an analysis of employment data using methods from the economic complexity...
Source: springer.com
Sewage discharged into rivers 400,000 times in 2020
Waterways in England had sewage discharged into them for three million hours
Source: bbc.com
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
Outcomes Standardisation Project (OSP) for Continuing Medical Education (CE/CME) Professionals:
Despite an increased focus and urgency for CE/CME professionals to effectively and systematically assess the impact of their educational interventions, the community has struggled to do so. This struggle is in large part due to the lack of a standardised outcomes language and a set of unified approaches.
Source: nih.gov
Machine Learning Applications in the Evaluation and Management of Psoriasis: A Systematic Review - PubMed Journal of psoriasis
Machine learning has significant potential to aid psoriasis evaluation and management. Current topics popular in ML research on psoriasis are the evaluation of medical images, prediction of complications, and treatment discovery. For patients to derive the greatest benefit from ML advancements, it i...
Source: nih.gov
Heisenberg on Helgoland - the value of spending time in natural surroundings
"It was finally time to use his strange calculus to calculate the energy of a real physical system. As his excitement mounted he kept on making mistakes and correcting them, but finally he had it. When he looked at it he was struck with joy and astonishment. Out of the dance of calculations emerged an...
Source: fieldofscience.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
Can ultrasound novices develop image acquisition skills after reviewing online ultrasound modules? Elaine Situ-LaCasse.
Background Point-of-care ultrasound is becoming a ubiquitous diagnostic tool, and there has been increasing interest to teach novice practitioners. One of the challenges is the scarcity of qualified instructors, and with COVID-19, another challenge is the difficulty with social distancing between learners...
Source: biomedcentral.com
Adaptive testing reduces collusion in online tests
“Rensselaer-developed method proven effective in reducing collusion among students”
“When a distanced online test is performed, students receive the same questions, but at varying times depending on their skill level. For instance, students of highest mastery levels receive each question after...
Source: rpi.edu
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...
Microbes Unknown to Science Discovered on The International Space Station
The menagerie of bacterial and fungal species living among us is ever growing - and this is no exception in low-gravity environments, such as the International Space Station (ISS).
Source: sciencealert.com
Contactless Sleep Sensing in Nest Hub
“People often turn to technology to manage their health and wellbeing, whether it is to record their daily exercise, measure their heart rate, or increasingly, to understand their sleep patterns. Sleep is foundational to a person’s everyday wellbeing and can be impacted by (and in turn, have an impact...
Source: googleblog.com
A Novel Convolutional Neural Network for the Diagnosis and Classification of Rosacea: Usability Study - PubMed JMIR medical
The findings of our study showed that by assessing clinical images, the CNN system in our study could identify rosacea with accuracy and precision comparable to that of an experienced dermatologist.
Source: nih.gov
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
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
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