Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA)
Understanding Latent Dirichlet Allocation with Gibbs Sampling by coding it from scratch. Latent Dirichlet Allocation (LDA) is a machine-learning technique that by the magic of many (many many) small calculations it can detect patterns in data and cluster documents, for example, into similar topics. ...
Source: github.io
Reflection revisited: how physicians conceptualize and experience reflection in professional practice - a qualitative study:
Reflection revisited: how physicians conceptualize and experience reflection in professional practice - a qualitative study: For the purpose of continuous performance improvement, physicians are expected to reflect on their practice. While many reflection studies are theoretically oriented and often...
Source: biomedcentral.com
What a 2004 experiment in hyperlocal news can tell us about community voices today
Can a community news platform serve as “technology that protects our minds and replenishes society”? "In 2004, a team of Medill School of Journalism grad students tried to save democracy, newspapers, and local communities. The threat? The internet. Our response? A website called GoSkokie for the...
Source: niemanlab.org
Identifying low test-taking effort during low-stakes tests with the new Test-taking Effort Short Scale (TESS) - development
Identifying low test-taking effort during low-stakes tests with the new Test-taking Effort Short Scale (TESS) - development and psychometrics: "Low-stakes tests are becoming increasingly important in international assessments of educational progress, and the validity of these results is essential especially...
Source: biomedcentral.com
Is pharma rolling in cash or on the brink of a long-term decline? - Healthcare Economist "Although successful drugs often
Is pharma rolling in cash or on the brink of a long-term decline? - Healthcare Economist "Although successful drugs often are expensive, most drugs fail. Thus, while the returns from a blockbuster drug are large, returns from a companies’ entire portfolio may be very modest. Additionally, finding...
Source: healthcare-economist.com
RCGP calls on government to facilitate 'social prescribing' for all practices
RCGP calls on government to facilitate 'social prescribing' for all practices
Source: rcgp.org.uk
MedEdPublish Article: Using the Smiley Faces task to teach the fundamentals for good clinical trials Helen McAneney. Lisa
MedEdPublish Article: Using the Smiley Faces task to teach the fundamentals for good clinical trials Helen McAneney. Lisa Maguire. Mike Clarke. MedEdPublish.
Source: mededpublish.org
The state of medical education and practice in the UK. GMC's SoMEP 2017 report raises four concerns. The supply of new
The state of medical education and practice in the UK. GMC's SoMEP 2017 report raises four concerns. The supply of new doctors into the UK medical workforce has not kept pace with changes in demand Our dependence on non-UK qualified doctors has increased in some specialties The UK is at risk of becoming...
Source: gmc-uk.org
Complexity in the evaluation of medical education - how would you evaluate this one? I am really enjoying putting together
Complexity in the evaluation of medical education - how would you evaluate this one? I am really enjoying putting together the 'current topics and controversies' week at the end of our module on 'evaluation' in the MSc/PgDip Medical Education programme at University of South Wales - though I am now...
Pimp My Zimmer project 'reduces falls': Care home residents in Wales have been decorating their Zimmer frames to make them
Pimp My Zimmer project 'reduces falls': Care home residents in Wales have been decorating their Zimmer frames to make them more identifiable.
Source: bbc.co.uk
New evidence shows flu vaccine reduces NHS staff sickness and saves money - Hospital Dr
New evidence shows flu vaccine reduces NHS staff sickness and saves money - Hospital Dr
Source: hospitaldr.co.uk
Association Between Treatment by Locum Tenens Internal Medicine Physicians and 30-Day Mortality Among Hospitalized Medicare
Association Between Treatment by Locum Tenens Internal Medicine Physicians and 30-Day Mortality Among Hospitalized Medicare Beneficiaries: This cohort study evaluates the differences in quality and costs of care related to locum tenens vs non–locum tenens physicians treating hospitalized Medicare beneficiaries....
Source: jamanetwork.com
Blind Obedience and an Unnecessary Workup for Hypoglycemia: A Teachable Moment: This Teachable Moment examines the danger
Blind Obedience and an Unnecessary Workup for Hypoglycemia: A Teachable Moment: This Teachable Moment examines the danger in overvaluing laboratory test results that contradict clinical findings. Elizabeth Y. Wang. Lauren Patrick. Denise M. Connor. JAMA Internal Medicine.
Source: jamanetwork.com
Oral anticoagulants for prevention of stroke in atrial fibrillation: systematic review, network meta-analysis, and cost
Oral anticoagulants for prevention of stroke in atrial fibrillation: systematic review, network meta-analysis, and cost effectiveness analysis: Objective To compare the efficacy, safety, and cost effectiveness of direct acting oral anticoagulants (DOACs) for patients with atrial fibrillation.
Design...
Source: bmj.com
Computer model for the cardiovascular system: development of an e-learning tool for teaching of medical students: This study
Computer model for the cardiovascular system: development of an e-learning tool for teaching of medical students: This study combined themes in cardiovascular modelling, clinical cardiology and e-learning to create an on-line environment that would assist undergraduate medical students in understanding...
Source: biomedcentral.com
Flare - an app that connects people and emergency response vehicles in Kenya. "How a speedy emergency services app is saving
Flare - an app that connects people and emergency response vehicles in Kenya. "How a speedy emergency services app is saving lives: Not every country has a single number to call in an emergency. One start-up is trying to change that."
Source: bbc.co.uk
Towards a Competence-Based Course Authoring Tool Supporting Learning Management Systems: To establish a more comparable,
Towards a Competence-Based Course Authoring Tool Supporting Learning Management Systems: To establish a more comparable, compatible, and coherent system of higher education in Europe, the so-called Bologna Process (BP) has been adopted. As a measure to improve comparability, the BP requires that every...
Source: online-journals.org
Using social media to support small group learning: Medical curricula are increasingly using small group learning and less
Using social media to support small group learning: Medical curricula are increasingly using small group learning and less didactic lecture-based teaching. This creates new challenges and opportunities in how students are best supported with information technology. We explored how university-supported...
Source: biomedcentral.com
The DPCC-MS communication skills competency instrument. A simple 5 item instrument. "Validation of the 5-item doctor-patient
The DPCC-MS communication skills competency instrument. A simple 5 item instrument. "Validation of the 5-item doctor-patient communication competency instrument for medical students (DPCC-MS) using two years of assessment data: Medical students on clinical rotations have to be assessed on several competencies...
Source: biomedcentral.com
Could analysing personalised learning be better matched if physicians are first classified into competency groups? Using
Could analysing personalised learning be better matched if physicians are first classified into competency groups? Using latent class analysis to identify physician competency reveals four distinct subgroups in this cross-sectional study in China. The survey tool is large at over 100 items long but included...
Source: biomedcentral.com
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