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
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...
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
A cross-sectional examination of psychological distress, positive mental health and their predictors in medical students
A cross-sectional examination of psychological distress, positive mental health and their predictors in medical students in their clinical clerkships: Medical students can experience the transition from theory to clinical clerkships as stressful. Scientific literature on the mental health of clinical...
Source: biomedcentral.com
Linking primary schools and care homes with letter writing pen pals. A great initiative that helps language skills and creative
Linking primary schools and care homes with letter writing pen pals. A great initiative that helps language skills and creative writing for children whilst also enabling otherwise isolated elders share memories and make new friends. I heard this story first on the radio with great examples of the types...
Source: bbc.co.uk
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
What do Japanese residents learn from treating dying patients? The implications for training in end-of-life care: How medical
What do Japanese residents learn from treating dying patients? The implications for training in end-of-life care: How medical residents’ experiences with care for dying patients affect their emotional well-being, their learning outcomes, and the formation of their professional identities is not fully...
Source: biomedcentral.com
The Nuremberg Code 70 Years Later: This Viewpoint examines the impact that the Nuremberg Code has had on the history of
The Nuremberg Code 70 Years Later: This Viewpoint examines the impact that the Nuremberg Code has had on the history of biomedical research ethics and discusses its place at the intersection of contemporary medicine and politics. Jonathan D. Moreno. Ulf Schmidt. Steve Joffe. JAMA.
Source: jamanetwork.com
Improving MRCP PACES pass rates through the introduction of a regional multifaceted support framework. "Our innovative,
Improving MRCP PACES pass rates through the introduction of a regional multifaceted support framework. "Our innovative, cost-effective teaching framework for PACES preparation has improved exam outcomes and facilitated swift junior doctor career progression, while raising the profile of the trust. Furthermore,...
Source: bmj.com
Revisiting: Is Access to the Research Paper the Same Thing as Access to the Research "Results"? - The Scholarly Kitchen:
Revisiting: Is Access to the Research Paper the Same Thing as Access to the Research "Results"? - The Scholarly Kitchen: Is access to the research paper really the same thing as access to the research results themselves? What about patents on publicly funded research? Revisiting a 2013 post to re-examine...
Source: sspnet.org
Community detection, link prediction, and layer interdependence in multilayer networks. "Complex systems are often characterized
Community detection, link prediction, and layer interdependence in multilayer networks. "Complex systems are often characterized by distinct types of interactions between the same entities. These can be described as a multilayer network where each layer represents one type of interaction. These layers...
Source: aps.org
The secret of passing the MRCP part 1 exam. You may not like the answer but read on ... Going on the right course? Reading
The secret of passing the MRCP part 1 exam. You may not like the answer but read on ... Going on the right course? Reading the right books? Forming a question group? Signing up to an online question bank? Doing the right job whilst sitting the exam? Joining a Facebook forum? Doing past papers? All of...
Passing the MRCP - an approach to REALLY hard questions. In your revision for the MRCP you will come across very tricky
Passing the MRCP - an approach to REALLY hard questions. In your revision for the MRCP you will come across very tricky MCQs. You know the ones ... the ones that you have no idea what the correct answer is, or the correct answer surprises you, or they are discussed by other candidates who can't agree...
Sudden Death Rates Drop in Trial Participants with Heart Failure: By Amy Orciari Herman Edited by Susan Sadoughi, MD,
Sudden Death Rates Drop in Trial Participants with Heart Failure: By Amy Orciari Herman
Edited by Susan Sadoughi, MD, and Richard Saitz, MD, MPH, FACP, DFASAM
Rates of sudden death in patients with heart failure declined significantly over the past two decades, finds a study in the New England...
Source: jwatch.org
Will Butler-Adams on why the future of the foldable bike is electric: "Dearie me," Will Butler-Adams sighs, raising his
Will Butler-Adams on why the future of the foldable bike is electric: "Dearie me," Will Butler-Adams sighs, raising his eyebrows in mock horror as he examines my bike. I’ve arrived at the Brompton factory in Brentford on my much-used fold-up, only to have the company’s chief executive start diagnosing...
Source: standard.co.uk
Microsoft Seeing AI App for Blind People Describes The World Around. This type of augmented reality technology could prove
Microsoft Seeing AI App for Blind People Describes The World Around. This type of augmented reality technology could prove enormously helpful ... as long as you are presumably attached to 'the cloud'. "Microsoft has released an iPhone app for blind people and those with significantly decreased vision....
Source: medgadget.com
That feeling when you see your code (or at least an interpretation of it) in the innards of some project. I've been asked
That feeling when you see your code (or at least an interpretation of it) in the innards of some project. I've been asked to help look around the innards of onexamination again to make it even slicker and better. Found a lovely Chebyshev rational function staring out at us from the code. "After all...
Source: linkedin.com
Pearson is pulling back from its deal with Knewton to build its own capabilities in adaptive learning. One of the hazards
Pearson is pulling back from its deal with Knewton to build its own capabilities in adaptive learning. One of the hazards of dealing with big partners in an industry clearly is that they use you for their own innovation. Adaptation and personalisation of learning is an emerging theme in education but...
Source: edsurge.com
Tim Bray says "I Don’t Believe in Blockchain" ... and we should listen. The geeks are not using blockchain so some leading
Tim Bray says "I Don’t Believe in Blockchain" ... and we should listen. The geeks are not using blockchain so some leading tech gurus feel it won't catch on. There are great difficulties evaluating emerging technology when they are on the "hype curve". The potential of a public record or ledger of...
Source: tbray.org
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