Preventing critical failure
Can routinely collected data be repurposed to predict avoidable patient harm? A quantitative descriptive study Objectives To determine whether sharing of routinely collected health service performance data could have predicted a critical safety failure at an Australian maternity service. Design Observational...
Source: bmj.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
Current themes and challenges facing HPE accreditation in the 21st century
A supplement in BMC Medical Education on Health Professional Education accreditation from the community of practice The International Health Professions Accreditation Outcomes Consortium (IFPAOC) - which was founded in 2012. This supplement focuses on graduate and residency programmes but it also addresses...
Source: biomedcentral.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
Open source learning analytics
Stephen's Web ~ Learning Analytics beyond the LMS: Enabling Connected Learning via Open Source Analytics in ‘the wild’ ~ Stephen Downes "This excellent report (55 page PDF) will introduce you to the Connected Learning Analytics (CLA) toolkit." Overview of an approach to learning analytics.
Source: downes.ca
Using Machine Learning to Detect Deficient Coverage in Colonoscopy Screenings
Using Machine Learning to Detect Deficient Coverage in Colonoscopy Screenings: Posted by Daniel Freedman and Ehud Rivlin, Research Scientists, Google Health "In “Detecting Deficient Coverage in Colonoscopies”, we introduce the Colonoscopy Coverage Deficiency via Depth algorithm, or C2D2, a machine...
Source: googleblog.com
Twitter Sentiment Analysis Approaches: A Survey
Twitter is one of the most popular microblogging and social networking platforms where massive instant messages (i.e. tweets) are posted every day. Twitter sentiment analysis tackles the problem of analyzing users’ tweets in terms of thoughts, interests and opinions in a variety of contexts and domains....
Source: online-journals.org
Retooling Strategy for a Post-Pandemic World
Retooling Strategy for a Post-Pandemic World: Covid-19 has shown us the cost of shortchanging adaptability, prediction and resilience. A perspective on how to guide your business through turbulent times - and some good ideas for how to approach the normal complexity of the real world. How much the 'winners'...
Source: bain.com
Effects of a quasi-experimental study of using flipped classroom approach to teach evidence-based medicine to medical technology
Effects of a quasi-experimental study of using flipped classroom approach to teach evidence-based medicine to medical technology students: Flipped classroom is known to improve learning efficiency and to develop one’s ability to apply high-level knowledge. To investigate the effect of flipped classroom...
Source: biomedcentral.com
Student Performance on an E-Learning Platform: Mixed Method Approach
Student Performance on an E-Learning Platform: Mixed Method Approach: E-learning is considered a leading application of digital technologies in educational systems. The aim of the paper is to explore the utilization and impact of digital technologies on an e-learning platform. For this purpose, research...
Source: online-journals.org
Virtual reality technology for teaching neurosurgery of skull base tumor
Virtual reality technology for teaching neurosurgery of skull base tumor: Neurosurgery represents one of the most challenging and delicate of any surgical procedure. Skull base tumors in particular oftentimes present as a very technically difficult procedures in the setting of neurosurgical teaching....
Source: biomedcentral.com
Moore's outcomes framework and related papers
Outcomes-based planning for CME (Continuing Medical Education) often cites Donald Moore, Professor of Medical Education at Vanderbilt University. In 2009 he published an outcomes framework for CME (1) - which expanded George Miller's 1990 competency pyramid (2) - followed by a more detailed explanation...
Source: agnate.co.uk
Early warning signals for critical transitions in a thermoacoustic system:
Early warning signals for critical transitions in a thermoacoustic system: Dynamical systems can undergo critical transitions where the system suddenly shifts from one stable state to another at a critical threshold called the tipping point. The decrease in recovery rate to equilibrium (critical slowing...
Source: nature.com
Barbara Liskov - the architect of modern algorithms.
The Architect of Modern Algorithm. "Barbara Liskov pioneered the modern approach to writing code. She warns that the challenges facing computer science today can’t be overcome with good design alone." She talks about her experience and views of AI, the internet, being a woman in computer science (women...
Source: quantamagazine.org
The Distinctions Between Theory, Theoretical Framework, and Conceptual Framework
"Health professions education (HPE) researchers are regularly asked to articulate their use of theory, theoretical frameworks, and conceptual frameworks in their research. However, all too often, these words are used interchangeably or without a clear understanding of the differences between these concepts....
Source: lww.com
5 Features of Modern Workplace Learning
"5 Features of Modern Workplace Learning - Modern Workplace Learning 2020: There is a big mismatch between how individuals acquire new knowledge and skills and what they value (discovery, discourse and doing), and what organisations focus on and value (didactics). Modern Workplace Learning (MWL) is an...
Source: modernworkplacelearning.com
Publication bias is a challenge in science and a criticism of the influence of industry.
Publication bias is a challenge in science and a criticism of the influence of industry. In the domain of biosciences and drug development more accountability (e.g. the FDAAA 2007), editorial and peer-review training (as suggested by the Cochrane Collaboration), and statistical techniques (as championed...
The Collective Journey storytelling model
The Collective Journey is a way of explaining and retelling why something from the complex world has happened. Whilst it is a tool for storytellers to make compelling entertainment it also highlights the weakness of the single perspective in trying to understand the real world. “For centuries, every...
Source: collectivejourney.com
Factors associated with successful dementia education for practitioners in primary care: an in-depth case study.
Factors associated with successful dementia education for practitioners in primary care: an in-depth case study. Designing learning for person-centred care is challenging and needs to involve an approach that works with HCPs and interdisciplinary teams. “With increasing numbers of people in the UK...
Source: biomedcentral.com
Teaching a difficult topic in medical genetics using a problem-based concept resembling a computer game.
Teaching a difficult topic using a problem-based concept resembling a computer game: development and evaluation of an e-learning application for medical molecular genetics: E-learning through serious gaming. Teaching concepts such as genetic testing and the digital literacy required to analyse data can...
Source: biomedcentral.com
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