Using artificial intelligence to read chest radiographs for tuberculosis detection: A multi-site evaluation
Using artificial intelligence to read chest radiographs for tuberculosis detection: A multi-site evaluation of the diagnostic accuracy of three deep learning systems: Deep learning (DL) neural networks have only recently been employed to interpret chest radiography (CXR) to screen and triage people for...
Source: nature.com
Could deep learning AI be used to screen TIA clinic referral letters? Possibly.
Could deep learning AI be used to screen TIA clinic referral letters? Possibly. Stroke prevention clinics (TIA or Transient Ischaemic Attack) clinics are an important aspect of urgent care. A TIA is a risk factor for future stroke. Medical treatment needs to be started quickly and surgical options, if...
Source: agnate.co.uk
AI Evidence Mapping. Developing a fully automated evidence synthesis tool for identifying, assessing and collating the evidence.
AI Evidence Mapping. Developing a fully automated evidence synthesis tool for identifying, assessing and collating the evidence. “Here, we describe a fully automated evidence synthesis system for intervention studies, one that identifies all the relevant evidence, assesses the evidence for reliability...
Source: bmj.com
Cloud computing services transform our economies while economic measurement struggles to keep up with the new technology.
Cloud computing services transform our economies while economic measurement struggles to keep up with the new technology. Gone are the days when servers used to live in the office basement since now more technology is moving to 'the cloud'. "As the inexorable rise of cloud computing services continues...
Source: escoe.ac.uk
Robust Neural Machine Translation: In recent years, neural machine translation (NMT) using Transformer models has experienced
Robust Neural Machine Translation: In recent years, neural machine translation (NMT) using Transformer models has experienced tremendous success. Based on deep neural networks, NMT models are usually trained end-to-end on very large parallel corpora (input/output text pairs) in an entirely data-driven...
Source: googleblog.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
Development of new antibiotics encouraged with new pharmaceutical payment system: The NHS will test the world's first ‘subscription’
Development of new antibiotics encouraged with new pharmaceutical payment system: The NHS will test the world's first ‘subscription’ style payment model to incentivise pharmaceutical companies to develop new drugs for resistant infections.
"The new trial will be led by the National Institute for...
Source: www.gov.uk
Thinking about the workforce of the future? Then I highly recommend this best-selling book by Adam Kay - a trainee doctor
Thinking about the workforce of the future? Then I highly recommend this best-selling book by Adam Kay - a trainee doctor in the NHS having burnt-out in his training before becoming a fully qualified Obstetrician. It is important reading for anyone wondering how the world of busy medical staff could...
Source: twitter.com
How do you define a scenario? Researchers in Futures & Foresight Science suggest an approach based on published literature.
How do you define a scenario? Researchers in Futures & Foresight Science suggest an approach based on published literature. The approach suggests a series of questions (see diagram) to challenge a particular phenomenon to check if it is a scenario that can be used in future planning - or if it is...
Source: wiley.com
ILAE (International League Against Epilepsy) publishes a Roadmap for a competency-based educational curriculum in epileptology.
ILAE (International League Against Epilepsy) publishes a Roadmap for a competency-based educational curriculum in epileptology. "After extensive consultation with its constituency and with educational experts, the ILAE decided to systematically address the educational pathways required for the optimum...
Source: ilae.org
Utility of social media and crowd-intelligence data for pharmacovigilance: a scoping review. - PubMed - NCBI "Although
Utility of social media and crowd-intelligence data for pharmacovigilance: a scoping review. - PubMed - NCBI "Although social media data has the potential to supplement data from
regulatory agency databases; is able to capture less frequently reported
AEs; and can identify AEs earlier than official...
Source: nih.gov
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
Risk of first-time and recurrent depression in patients with psoriasis - a population-based cohort study. - PubMed - NCBI
Risk of first-time and recurrent depression in patients with psoriasis - a population-based cohort study. - PubMed - NCBI
Source: nih.gov
China’s Emerging Role In Global Health 'Historically, China’s approach to DAH was grounded in the principles of people-to-people
China’s Emerging Role In Global Health 'Historically, China’s approach to DAH was grounded in the principles of people-to-people connection, including providing a health system that emphasizes primary health care and a community-based disease eradication strategy, principles that are generally in...
Source: healthaffairs.org
Self-organizing Community Learning Based on P2P Network in a University Computer Foundation Course: In order to solve the
Self-organizing Community Learning Based on P2P Network in a University Computer Foundation Course: In order to solve the problem of lack of targeted guidance for learners in the community learning process, an improved algorithm for constructing com-munities was proposed. The algorithm used P2P architecture....
Source: online-journals.org
25 Years of EdTech: 2010 – Connectivism – The Ed Techie The early enthusiasm for e-learning saw a number of pedagogies
25 Years of EdTech: 2010 – Connectivism – The Ed Techie The early enthusiasm for e-learning saw a number of pedagogies resurrected or adopted to meet the new potential of the digital, networked context. Constructivism, problem-based learning, and resource-based learning all saw renewed interest as...
Source: edtechie.net
Open-Source Tools for Value Assessment: A Promising Approach: In order to deliver value-based care, health care decision
Open-Source Tools for Value Assessment: A Promising Approach: In order to deliver value-based care, health care decision makers, eg, insurers and health system administrators, need value data at their fingertips—data that are relevant to their own context and reflect their own perspective on what costs...
Source: journalofclinicalpathways.com
Faking Peer-Review: A major cancer journal retracted 107 papers in 2017 for faking peer-review, bringing the total for that
Faking Peer-Review: A major cancer journal retracted 107 papers in 2017 for faking peer-review, bringing the total for that publisher to 450. How did this happen, and how do we prevent it in the future?
Source: sciencebasedmedicine.org
Betraying the Science on Vegan Nutrition: After the prolonged comment thread in Harriet Hall's review of this book in July,
Betraying the Science on Vegan Nutrition: After the prolonged comment thread in Harriet Hall's review of this book in July, given the controversy, we were willing to consider a guest post offering another perspective. In this case, the perspective, from a dietician, is similar to Harriet's, the main...
Source: sciencebasedmedicine.org
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