Drugmaker to Test Machine Learning to Prevent Drug Shortages: Germany-based Merck plans to use analytics and machine learning
Drugmaker to Test Machine Learning to Prevent Drug Shortages: Germany-based Merck plans to use analytics and machine learning to predict and prevent drug shortages, a move that could also save it money.
Source: wsj.com
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
AI helps to improve radiologist performance.
In a multicenter study, radiologists had better performance with deep convolutional network software for the detection of malignant pulmonary nodules on chest radiographs than without. Deep Convolutional Neural Network-based Software Improves Radiologist Detection of Malignant Lung Nodules on Chest Radiographs....
Source: rsna.org
Teaching a difficult topic in medical genetics using a problem-based concept resembling a computer game.
Teaching a difficult topic using a problem-based concept resembling a computer game: development and evaluation of an e-learning application for medical molecular genetics: E-learning through serious gaming. Teaching concepts such as genetic testing and the digital literacy required to analyse data can...
Source: biomedcentral.com
Physicians reported less burnout and emotional exhaustion after receiving short-term professional coaching.
Physicians reported less burnout and emotional exhaustion after receiving short-term professional coaching, according to a pilot trial published in JAMA Internal Medicine. Counseling Reduces Physician Burnout Anita Slomski. JAMA. 2019;322(16):1544 This editorial in JAMA comments on the recent paper:...
Source: jamanetwork.com
Patient experience feedback in UK hospitals: What types are available and what are their potential roles in quality improvement
Patient experience feedback in UK hospitals: What types are available and what are their potential roles in quality improvement (QI)?: The comparative uses of different types of patient experience (PE) feedback as data within quality improvement (QI) are poorly understood. This paper reviews what types...
Source: wiley.com
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
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
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
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