Predicting students’ academic progress and related attributes in first-year medical students: an analysis with artificial
"Background Dropout and poor academic performance are persistent problems in medical schools in emerging economies. Identifying at-risk students early and knowing the factors that contribute to their success would be useful for designing educational interventions. Educational Data Mining (EDM) methods...
Source: biomedcentral.com
A checklist for reporting, reading and evaluating Artificial Intelligence Technology Enhanced Learning (AITEL) research
"This paper proposes a checklist for reporting on AI systems, and covers the initial protocols and scoping, modelling and code, algorithm design, training data, testing and validation, usage, comparisons, real-world requirements, results and limitations, and ethical considerations. The aim is to have...
Source: tandfonline.com
What (else) happened? A key question for learning programmes.
Good paper from 2013 on the need to go beyond just asking 'did our programme work?' "It is clear that programme evaluations using traditional ‘outcomes-based’ models are inadequate for the health professions context. Consequently, the scholarship in health professions education has begun to incorporate...
Source: wiley.com
I’ve Researched Time for 15 Years—Here’s How My Perception of It Has Changed
Why does time slow down in near-death situations? Does time really pass more quickly as you get older? How do our brains process time?
Source: singularityhub.com
(We are not) using eHealth Data to Inform CPD for Medical Practitioners
"There is no formal or well-established correlation between individual performance data obtained through eHealth data analysis and CPD planning and programming for medical practitioners; in particular, the literature shows no consistency in type of eHealth data to analyze, software and tools to use,...
Source: nih.gov
A systematic review of insight and reflection in post graduate medical education
Great literature synthesis on reflection. "We present a novel description of a hierarchy from discrete episodes of reflection, to cyclic processes that involve reflection, through to a state in which the practitioner is reflective. There is no unified understanding of how an individual ascends this...
Source: wiley.com
Coaching for Clinician Educators
Branzetti, Jeremy. Love, Linda M.. Schulte, Elaine E. Journal of Graduate Medical Education. Clinician educators (CEs) face manifold challenges, such as teaching under increasing clinical productivity pressures, satisfying evolving accreditation requirements, and combatting trainee and faculty burnout....
Source: allenpress.com
Recent waning snowpack in the Alps is unprecedented in the last six centuries - Nature Climate Change Carrer, Marco. Dibona,
Snow cover in high-latitude and high-altitude regions has strong effects on the Earth’s climate, environmental processes and socio-economic activities. Over the last 50 years, the Alps experienced a 5.6% reduction per decade in snow cover duration, which already affects a region where economy and...
Source: nature.com
Quantum computing: The next big thing in healthcare?
IEEE newsletter on Quantum computing "quantum computers will give us a new understanding of the functioning of the human body based on their ability to process large amounts of data in a short time and identify new information and connections. At the same time, by obtaining and making more and more...
Source: ieee.org
Factors affecting the uptake of new medicines: a systematic literature review - BMC Health Services Research Lublóy, Ágnes.
"This systematic literature review has provided insights into the factors that affect new drug uptake—primarily, doctors’ scientific orientation, prescribing habits, exposure to pharmaceutical marketing, and interpersonal communication." "Background The successful diffusion of new drugs is crucial...
Source: biomedcentral.com
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
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...
Data trusts: what are they and how do they work?
"The trade unions of the data economy." "How do we, the general public, gain greater control over the estimated
2.5 quintillion bytes of data that is recorded, stored, processed and
analysed, every day?" This also links to the DataSkop project from AlgorithmWatch.
Source: thersa.org
The Technology Behind Cinematic Photos
There has been some work by teams at Google looking at analysing images to extract their 3D features. They launched a new feature called 'cinematic photos' and this blog posted by Per Karlsson and Lucy Yu, Software Engineers, of Google Research tries to explain how it works. "Looking at photos from...
Source: googleblog.com
3D Scene Understanding with TensorFlow 3D
Posted by Alireza Fathi, Research Scientist and Rui Huang, AI Resident, Google Research "The growing ubiquity of 3D sensors (e.g., Lidar, depth sensing cameras and radar) over the last few years has created a need for scene understanding technology that can process the data these devices capture. Such...
Source: googleblog.com
Apple iPhone 12: The chip advance set to make smartphones smarter
Apple iPhone 12: The chip advance set to make smartphones smarter: A chip-making process pioneered in the Netherlands will let smartphones take the next leap forward.
Source: bbc.co.uk
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
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
How novice and expert anaesthetists understand expertise in anaesthesia: a qualitative study: The development of expertise
How novice and expert anaesthetists understand expertise in anaesthesia: a qualitative study: The development of expertise in anaesthesia requires personal contact between a mentor and a learner. Because mentors often are experienced clinicians, they may find it difficult to understand the challenges...
Source: biomedcentral.com
3 cognitive biases perpetuating racism at work - and how to overcome them: Our brains take shortcuts when processing information
3 cognitive biases perpetuating racism at work - and how to overcome them: Our brains take shortcuts when processing information to make decisions, leading to unconscious bias and systemic racism at work. Here’s what you need to know.
Source: weforum.org
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