Constructing Transformers For Longer Sequences with Sparse Attention Methods
"We show that carefully designed sparse attention can be as expressive and flexible as the original full attention model. Along with theoretical guarantees, we provide a very efficient implementation which allows us to scale to much longer inputs. As a consequence, we achieve state-of-the-art results...
Source: googleblog.com
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
Use of 360° virtual reality video in medical obstetrical education: a quasi-experimental design Vera Arents. Pieter C.
Background Video-based teaching has been part of medical education for some time but 360° videos using a virtual reality (VR) device are a new medium that offer extended possibilities. We investigated whether adding a 360° VR video to the internship curriculum leads to an improvement of long-term recall...
Source: biomedcentral.com
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
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
Europe Plans 20,000 GPU Supercomputer to Create 'Digital Twin' of Earth - ExtremeTech
The plan to create a digital twin of Earth might end up delayed due to the relative lack of available GPUs, but this isn't going to be an overnight project.
Source: extremetech.com
Keeping Student Trust
The report outlines a set of recommendations for institutions and campus administrators related to different uses of student data.
Source: newamerica.org
Detection of a particle shower at the Glashow resonance with IceCube Nature.
The Glashow resonance describes the resonant formation of a W− boson during the interaction of a high-energy electron antineutrino with an electron1, peaking at an antineutrino energy of 6.3 petaelectronvolts (PeV) in the rest frame of the electron. Whereas this energy scale is out of reach for currently...
Source: nature.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
Why 2021 Is Graph Data Science's Year for the Enterprise -
Graph data science is becoming increasingly important to business delivering deep insights into data and driving new business cases.
Source: enterprisetimes.co.uk
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
The Next Trick: Pulling Coronavirus Out of Thin Air
Thermo Fisher Scientific’s new air sampler can help monitor for airborne pathogens, and signals renewed interest in bioaerosol surveillance.
Source: nytimes.com
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
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
Major employers scrap plans to cut back on offices - KPMG
Most major global companies no longer plan to reduce their use of office space after the coronavirus pandemic, though few expect business to return to normal this year, a survey by accountants KPMG showed on Tuesday.
Source: reuters.com
Matrix Multiplication Inches Closer to Mythic Goal
A recent paper set the fastest record for multiplying two matrices. But it also marks the end of the line for a method researchers have relied on for decades to make improvements.
Source: quantamagazine.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
Five reasons why COVID herd immunity is probably impossible Christie Aschwanden. Nature 2021 591:7851.
Even with vaccination efforts in full force, the theoretical threshold for vanquishing COVID-19 looks to be out of reach. Even with vaccination efforts in full force, the theoretical threshold for vanquishing COVID-19 looks to be out of reach.
Source: nature.com
Diabetes: The game-changing research that will save refugee lives
An innovative new study has shown that insulin can be stored at up to 37°C
Source: msf.org.uk
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