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
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
The Sandwich principle: assessing the didactic effect in lectures on
The Sandwich principle: assessing the didactic effect in lectures on “cleft lips and palates”: A teaching concept, that takes individual learning and personal belongings into account, is called the “sandwich principle.” This didactic method is an educational concept that alternates consecutively...
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
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
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
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
'If you think competition is hard, you should try collaboration.'
Leading for integrated care: This report explores the progress, challenges and opportunities the move towards greater integration presents, through interviews with 16 people leading or chairing an integrated care system or sustainability and transformation partnership. "Under current plans all parts...
Source: kingsfund.org.uk
Autonomy, Belonging, Competence. GMC reports on the ABC of wellbeing.
Caring for doctors Caring for patients: An independent report into the wellbeing of UK medical students and doctors. "In 2018 we commissioned Professor Michael West and Dame Denise Coia, to carry out a UK-wide review to help tackle the causes of poor wellbeing faced by medical students and doctors.
...
Source: gmc-uk.org
City fund managers call for rethink of capitalism
"Two of the world’s biggest fund management bosses have called for a rethink of capitalism and its obsession with constant economic growth, in a plaintive appeal for business and governments to deal more decisively with the challenges of climate change.
Anne Richards, chief executive of Fidelity...
Source: www.ft.com
German Digital Healthcare Act promotes digital health.
German Digital Healthcare Act - Frontiers Health: Bundestag adopts law on reimbursement for digital health application in Germany. "health apps, which can help patients to manage a diagnosed medical condition, can from January 2020 onwards be prescribed by their doctors. The costs are borne by the statutory...
Source: frontiers.health
Evaluation of Mobile Apps Targeted at Patients With Spondyloarthritis for Disease Monitoring: Systematic App Search.
Evaluation of Mobile Apps Targeted at Patients With Spondyloarthritis for Disease Monitoring. "A total of 1253 apps were identified in the app stores, and 5 apps met the criteria and were further analyzed. Moreover, 2 apps (MySpA and Group for Research and Assessment of Psoriasis and Psoriatic Arthritis...
Source: nih.gov
A Gentle Introduction to Joint, Marginal, and Conditional Probability: Probability quantifies the uncertainty of the outcomes
A Gentle Introduction to Joint, Marginal, and Conditional Probability: Probability quantifies the uncertainty of the outcomes of a random variable. It is relatively easy to understand and compute the probability for a single variable. Nevertheless, in machine learning, we often have many random variables...
Source: machinelearningmastery.com
Communication Strategies for Sharing Prognostic Information With Patients—Beyond Survival Statistics: This Viewpoint discusses
Communication Strategies for Sharing Prognostic Information With Patients—Beyond Survival Statistics: This Viewpoint discusses the challenges of communicating uncertain prognosis to patients and offers a framework and language that go past mortality statistics—addressing range of time left, loss...
Source: jamanetwork.com
Training medical students to manage difficult circumstances- a curriculum for resilience and resourcefulness?: In response
Training medical students to manage difficult circumstances- a curriculum for resilience and resourcefulness?: In response to the growing prevalence of physical and emotional burnout amongst medical students and practicing physicians, we sought to find a new methodology to scope a five-year undergraduate...
Source: biomedcentral.com
Closing Knowledge Gaps to Optimize Patient Outcomes and Advance Precision Medicine. "Realizing the promise of precision
Closing Knowledge Gaps to Optimize Patient Outcomes and Advance Precision Medicine. "Realizing the promise of precision medicine requires patient engagement
at the key decision points throughout the cancer journey. Previous
research has shown that patients who make the "right" decisions, such as
...
Source: nih.gov
The challenge of measuring real world community-based interventions. Exposure to a multi-level multi-component childhood
The challenge of measuring real world community-based interventions. Exposure to a multi-level multi-component childhood obesity prevention community-randomized controlled trial: patterns, determinants, and implications. - PubMed - NCB "Treatment effects may be attenuated in community-based trials,...
Source: nih.gov
Bloom's 2 Sigma Problem
I've been looking for another way of presenting evidence for instructional design that is more efficient than simple lectures. The data collected by Benjamin Bloom and published in 1984 seems useful and I've redrawn the graph so it looks more modern than the line drawings of the original. Learning...
Source: wikipedia.org
Clopidogrel and Aspirin in Acute Ischemic Stroke and High-Risk TIA | NEJM: Abstract Background Combination antiplatelet
Clopidogrel and Aspirin in Acute Ischemic Stroke and High-Risk TIA | NEJM: Abstract Background Combination antiplatelet therapy with clopidogrel and aspirin may reduce the rate of recurrent stroke during the first 3 months after a minor ischemic stroke or transient ischemic attack (TIA). A trial of combination...
Source: nejm.org
Simulation based education and expansive learning in health professional education: A discussion: The aim of this paper
Simulation based education and expansive learning in health professional education: A discussion: The aim of this paper is to discuss the application of Simulation Based Education (SBE) in nursing and wider health professional education. Simulated Learning (SL) is discussed in relation to its history,...
Source: journals.sfu.ca
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