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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

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

APOD: 2021 March 23 - Mars over Duddo Stone Circle


Source: nasa.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

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

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

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

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

blog post image 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...

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

Google must face $5B lawsuit over tracking private internet use, judge rules

Judge finds tech giant didn't notify users their data could still be collected in incognito mode.
Source: cnet.com

Validation of Claims-Based Algorithms to Identify Patients with Psoriasis - PubMed Pharmacoepidemiology and drug safety.

Claims-based algorithms based on a combination of PsO diagnosis codes and dispensing for PsO-specific treatments had a moderate-to-high PPV. These algorithms can serve as a useful tool to identify patients with PsO in future real-world data pharmacoepidemiologic studies. This article is protected by...
Source: nih.gov

Moving fast and breaking us all: Big Tech’s unaccountable algorithms

Much of the technology driving revenues for the world’s most powerful digital platforms is accountable to no one—not even the companies themselves.
Source: rankingdigitalrights.org

Over 27,000 students share how colleges and universities could improve digital learning

"A Jisc survey of 27,069 higher and further education students reveals that most are pleased with their digital learning, but areas such as wellbeing, mental health and staff digital skills need more attention." Get the basics right (like college WiFi)Make learning sessions more interactive Record lessons...
Source: jisc.ac.uk

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

Government has no climate change plan - MPs

Two reports from MPs cast doubt on the government's approach to meeting its climate change goals.
Source: bbc.com