The future of biopharma
Shifts in how diseases are diagnosed and prevented, custom treatments, curative therapies, digital therapeutics, and precision intervention could upend current business models in biopharma. Deloitte's Five forces to 2040 Prevention and early detection Customized treatments - interventions for very...
Source: deloitte.com
Psychology of panic buying
I've been fascinated by the psychology of panic buying and it is clearly an area for future research. It has an enormous impact on delivery infrastructure and I wonder if anyone has been tracking the data of the causes and the impact in the current fuel 'crisis'. A systematic review from last year identified...
Source: nih.gov
The Impact of Mask Distribution and Promotion on Mask Uptake and COVID-19 in Bangladesh
A growing body of scientific evidence suggests that face masks can protect against COVID-19. There is, however, limited rigorous evidence on the extent to which mask-wearing is effective in reducing COVID-19 in a real-life situation with imperfect and inconsistent mask use. In Bangladesh, researchers...
Source: poverty-action.org
Development and validation of teacher and student questionnaires measuring inhibitors of curriculum viability - BMC Medical
Background Curriculum viability is determined by the degree to which quality standards have or have not been met, and by the inhibitors that affect attainment of those standards. The literature reports many ways to evaluate whether a curriculum reaches its quality standards, but less attention is paid...
Source: biomedcentral.com
China’s GPT-3? BAAI Introduces Superscale Intelligence Model ‘Wu Dao 1.0’ | Synced
The Beijing Academy of Artificial Intelligence (BAAI) releases Wu Dao 1.0, China’s first large-scale pretraining model.
Source: syncedreview.com
It just got a little easier to move your Facebook posts to some other platform
Social networks have typically followed the roach motel model of customer data: Make it easy to push data in, but hard/impossible to pull it back out. Platforms like Facebook, LinkedIn, Instagram, and Twitter all make money by knowing what information you've (wittingly or unwittingly) handed over ââ¦
Source: niemanlab.org
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
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
Guest Post - A Model for Peer-to-Peer Workplace Learning - The Scholarly Kitchen
Gabe Harp discusses MIT Press' 'Skill Exchange', a peer to peer program to foster learning and professional development.
Source: sspnet.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
The role of motivational profiles in learning problem-solving and self-assessment skills with video modeling examples Lisette
In the current study, we examine the role of situation-specific motivational profiles in the effectiveness of video modeling examples for learning problem-solving and self-assessment accuracy in the domain of biology. A sample of 342 secondary school students participated in our study. Latent profile...
Source: springer.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...
Volvo Cars to go fully electric by 2030
"The Swedish firm is to phase out all models with internal combustion engines over the next few years."
Source: bbc.com
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
Phrase of the day: Scaling Kubernetes to 7,500 Nodes
Scaling Kubernetes to 7,500 Nodes: We've scaled Kubernetes clusters to 7,500 nodes, producing a scalable infrastructure for large models like GPT-3, CLIP, and DALL·E, but also for rapid small-scale iterative research such as Scaling Laws for Neural Language Models. Scaling a single Kubernetes cluster...
Source: openai.com
MMR, smoking, and 'in-vitro' models in COVID-19
Good summary of current science news topics for coronavirus in Reuters. Strong responders to MMR II vaccine (since 1979) have less severe disease with COVID-19, cigarette smoke increases risk, and a useful 'in-vivo' model for further study of how SARS-CoV-2 and other viruses might be treated.
Source: reuters.com
Why Use Ensemble Learning? - Machine Learning Mastery: What are the Benefits of Ensemble Methods for Machine Learning? Ensembles
Why Use Ensemble Learning? - Machine Learning Mastery: What are the Benefits of Ensemble Methods for Machine Learning?
Ensembles are predictive models that combine predictions from two or more other models.
Ensemble learning methods are popular and the go-to technique when the best performance on...
Source: machinelearningmastery.com
A new study shows how Trump and the RNC duped traditional media into covering mail-in voter fraud: "To the extent that the
A new study shows how Trump and the RNC duped traditional media into covering mail-in voter fraud: "To the extent that the mass media model we identify here is the primary driver of information disorder, it will not be cured by more fact checking on Facebook."
Source: niemanlab.org
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
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
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