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Improving Language Understanding with Unsupervised Learning: We've obtained state-of-the-art results on a suite of diverse

Improving Language Understanding with Unsupervised Learning: We've obtained state-of-the-art results on a suite of diverse language tasks with a scalable, task-agnostic system, which we're also releasing. Our approach is a combination of two existing ideas: transformers and unsupervised pre-training....
Source: openai.com

Associations Between American Board of Internal Medicine Maintenance of Certification Status and Performance on a Set of

Associations Between American Board of Internal Medicine Maintenance of Certification Status and Performance on a Set of Healthcare Effectiveness Data and Information Set Process Measures Bradley Gray. Jonathan Vandergrift. Bruce Landon. James Reschovsky. Rebecca Lipner. Annals of Internal Medicine.
Source: annals.org

Backward design - a method of designing educational curriculum by setting goals before choosing instructional methods and

Backward design - a method of designing educational curriculum by setting goals before choosing instructional methods and forms of assessment.
Source: wikipedia.org

Politics is way worse because we use an atrocious 18th century voting system. Aaron Hamlin has a viable plan to fix it.

Politics is way worse because we use an atrocious 18th century voting system. Aaron Hamlin has a viable plan to fix it. "Say there’s an independent or a third party candidate that you really like, but you’re looking at them and you think: ‘God, this person is never going to win, what I should...
Source: 80000hours.org

Aligning an undergraduate psychological medicine subject with the mental health needs of the local region: The James Cook

Aligning an undergraduate psychological medicine subject with the mental health needs of the local region: The James Cook University (JCU) medical school recently revised its Year 2 human development and behaviour module to be more relevant and practical for students, and more aligned with the mental...
Source: biomedcentral.com

Microsoft sinks data centre off Orkney: The sea will keep the data centre cool, but the computers onboard will not be repairable

Microsoft sinks data centre off Orkney: The sea will keep the data centre cool, but the computers onboard will not be repairable if they break down. An interesting experiment which saves on the enormous cooling costs of data centres and will evaluate the failure rate and performance of the IT. What happens...
Source: bbc.co.uk

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

Content validation of an interprofessional learning video peer assessment tool: Large scale models of interprofessional

Content validation of an interprofessional learning video peer assessment tool: Large scale models of interprofessional learning (IPL) where outcomes are assessed are rare within health professional curricula. To date, there is sparse research describing robust assessment strategies to support such activities....
Source: biomedcentral.com

Team-based learning (TBL) in the medical curriculum: better than PBL?: Internationally, medical schools have long used a

Team-based learning (TBL) in the medical curriculum: better than PBL?: Internationally, medical schools have long used a variety of approaches to develop hybrid Problem based learning (PBL) curricula. However, Team-based learning (TBL), has gained recent popularity in medical education. TBL maintains...
Source: biomedcentral.com

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...

Early phase drug trial claims a breakthrough in Huntington disease. IONIS-HTT is an antisense "gene-silencing" compound,

Early phase drug trial claims a breakthrough in Huntington disease. IONIS-HTT is an antisense "gene-silencing" compound, injected in to CSF and designed to reduce the production of all forms of the huntingtin (HTT) protein, which in its mutated variant (mHTT) is responsible for Huntington's Disease....
Source: reuters.com

Meta‐analysis of the procedural risks of carotid endarterectomy and carotid artery stenting over time: Stroke/death rates

Meta‐analysis of the procedural risks of carotid endarterectomy and carotid artery stenting over time: Stroke/death rates within 30 days of carotid endarterectomy (CEA) and carotid artery stenting (CAS) in RCTs inform current clinical guidelines. However, the risks may have changed in recent years...
Source: wiley.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

Algorithm outperforms radiologists at diagnosing pneumonia | Stanford News: In just over a month of development, their algorithm

Algorithm outperforms radiologists at diagnosing pneumonia | Stanford News: In just over a month of development, their algorithm outperformed expert radiologists at diagnosing pneumonia.
Source: stanford.edu

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

A model for the use of blended learning in large group teaching sessions: Although blended learning has the potential to

A model for the use of blended learning in large group teaching sessions: Although blended learning has the potential to enhance the student experience, both in terms of engagement and flexibility, it can be difficult to effectively restructure existing courses. To achieve these goals for an introductory...
Source: biomedcentral.com

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